结合rsi回调止损
This commit is contained in:
zhangkun9038@dingtalk.com
parent
6d4cffb2c9
commit
b049c3c1ce
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output.log
222
output.log
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Creating freqtrade_freqtrade_run ...
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Creating freqtrade_freqtrade_run ... done
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2025-05-04 11:40:32,235 - freqtrade - INFO - freqtrade docker-2025.4-dev-23e4943b
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2025-05-04 11:40:32,439 - numexpr.utils - INFO - NumExpr defaulting to 12 threads.
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2025-05-04 11:40:33,890 - freqtrade.configuration.load_config - INFO - Using config: /freqtrade/config_examples/config_freqai.okx.json ...
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2025-05-04 11:40:33,893 - freqtrade.loggers - INFO - Enabling colorized output.
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2025-05-04 11:40:33,893 - root - INFO - Logfile configured
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2025-05-04 11:40:33,893 - freqtrade.loggers - INFO - Verbosity set to 0
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2025-05-04 11:40:33,894 - freqtrade.configuration.configuration - INFO - Using additional Strategy lookup path: /freqtrade/templates
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2025-05-04 11:40:33,894 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 4 ...
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2025-05-04 11:40:33,894 - freqtrade.configuration.configuration - INFO - Parameter --fee detected, setting fee to: 0.0008 ...
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2025-05-04 11:40:33,895 - freqtrade.configuration.configuration - INFO - Parameter --timerange detected: 20250407-20250415 ...
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2025-05-04 11:40:33,920 - freqtrade.configuration.configuration - INFO - Using user-data directory: /freqtrade/user_data ...
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2025-05-04 11:40:33,921 - freqtrade.configuration.configuration - INFO - Using data directory: /freqtrade/user_data/data/okx ...
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2025-05-04 11:40:33,921 - freqtrade.configuration.configuration - INFO - Parameter --cache=none detected ...
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2025-05-04 11:40:33,921 - freqtrade.configuration.configuration - INFO - Filter trades by timerange: 20250407-20250415
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2025-05-04 11:40:33,922 - freqtrade.configuration.configuration - INFO - Using freqaimodel class name: XGBoostRegressor
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2025-05-04 11:40:33,923 - freqtrade.exchange.check_exchange - INFO - Checking exchange...
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2025-05-04 11:40:33,929 - freqtrade.exchange.check_exchange - INFO - Exchange "okx" is officially supported by the Freqtrade development team.
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2025-05-04 11:40:33,929 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration.
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2025-05-04 11:40:33,930 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
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2025-05-04 11:40:33,932 - freqtrade.commands.optimize_commands - INFO - Starting freqtrade in Backtesting mode
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2025-05-04 11:40:33,932 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled
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2025-05-04 11:40:33,933 - freqtrade.exchange.exchange - INFO - Using CCXT 4.4.77
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2025-05-04 11:40:33,933 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'enableRateLimit': True, 'rateLimit': 500, 'options': {'defaultType': 'spot'}}
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2025-05-04 11:40:33,938 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'enableRateLimit': True, 'rateLimit': 500, 'options': {'defaultType': 'spot'}, 'timeout': 20000}
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2025-05-04 11:40:33,944 - freqtrade.exchange.exchange - INFO - Using Exchange "OKX"
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2025-05-04 11:40:36,494 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Okx'...
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2025-05-04 11:40:36,548 - freqtrade.resolvers.iresolver - INFO - Using resolved strategy OKXRegressionStrategy from '/freqtrade/templates/OKXRegressionStrategy.py'...
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2025-05-04 11:40:36,549 - freqtrade.strategy.hyper - INFO - Found no parameter file.
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2025-05-04 11:40:36,549 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'timeframe' with value in config file: 3m.
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2025-05-04 11:40:36,550 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stoploss' with value in config file: -0.05.
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2025-05-04 11:40:36,550 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_currency' with value in config file: USDT.
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2025-05-04 11:40:36,550 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_amount' with value in config file: 150.
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2025-05-04 11:40:36,551 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'startup_candle_count' with value in config file: 30.
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2025-05-04 11:40:36,551 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'unfilledtimeout' with value in config file: {'entry': 5, 'exit': 15, 'exit_timeout_count': 0, 'unit':
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2025-05-04 11:58:28,633 - freqtrade - INFO - freqtrade docker-2025.4-dev-23e4943b
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2025-05-04 11:58:28,848 - numexpr.utils - INFO - NumExpr defaulting to 12 threads.
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2025-05-04 11:58:30,260 - freqtrade.configuration.load_config - INFO - Using config: /freqtrade/config_examples/config_freqai.okx.json ...
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2025-05-04 11:58:30,262 - freqtrade.loggers - INFO - Enabling colorized output.
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2025-05-04 11:58:30,263 - root - INFO - Logfile configured
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2025-05-04 11:58:30,263 - freqtrade.loggers - INFO - Verbosity set to 0
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2025-05-04 11:58:30,264 - freqtrade.configuration.configuration - INFO - Using additional Strategy lookup path: /freqtrade/templates
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2025-05-04 11:58:30,264 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 4 ...
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2025-05-04 11:58:30,265 - freqtrade.configuration.configuration - INFO - Parameter --fee detected, setting fee to: 0.0008 ...
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2025-05-04 11:58:30,265 - freqtrade.configuration.configuration - INFO - Parameter --timerange detected: 20250407-20250415 ...
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2025-05-04 11:58:30,301 - freqtrade.configuration.configuration - INFO - Using user-data directory: /freqtrade/user_data ...
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2025-05-04 11:58:30,302 - freqtrade.configuration.configuration - INFO - Using data directory: /freqtrade/user_data/data/okx ...
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2025-05-04 11:58:30,302 - freqtrade.configuration.configuration - INFO - Parameter --cache=none detected ...
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2025-05-04 11:58:30,303 - freqtrade.configuration.configuration - INFO - Filter trades by timerange: 20250407-20250415
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2025-05-04 11:58:30,303 - freqtrade.configuration.configuration - INFO - Using freqaimodel class name: XGBoostRegressor
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2025-05-04 11:58:30,304 - freqtrade.exchange.check_exchange - INFO - Checking exchange...
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2025-05-04 11:58:30,311 - freqtrade.exchange.check_exchange - INFO - Exchange "okx" is officially supported by the Freqtrade development team.
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2025-05-04 11:58:30,311 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration.
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2025-05-04 11:58:30,312 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
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2025-05-04 11:58:30,314 - freqtrade.commands.optimize_commands - INFO - Starting freqtrade in Backtesting mode
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2025-05-04 11:58:30,314 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled
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2025-05-04 11:58:30,315 - freqtrade.exchange.exchange - INFO - Using CCXT 4.4.77
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2025-05-04 11:58:30,315 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'enableRateLimit': True, 'rateLimit': 500, 'options': {'defaultType': 'spot'}}
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2025-05-04 11:58:30,320 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'enableRateLimit': True, 'rateLimit': 500, 'options': {'defaultType': 'spot'}, 'timeout': 20000}
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2025-05-04 11:58:30,326 - freqtrade.exchange.exchange - INFO - Using Exchange "OKX"
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2025-05-04 11:58:32,974 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Okx'...
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2025-05-04 11:58:33,028 - freqtrade.resolvers.iresolver - INFO - Using resolved strategy OKXRegressionStrategy from '/freqtrade/templates/OKXRegressionStrategy.py'...
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2025-05-04 11:58:33,028 - freqtrade.strategy.hyper - INFO - Found no parameter file.
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2025-05-04 11:58:33,029 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'timeframe' with value in config file: 3m.
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2025-05-04 11:58:33,029 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stoploss' with value in config file: -0.05.
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2025-05-04 11:58:33,030 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_currency' with value in config file: USDT.
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2025-05-04 11:58:33,030 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_amount' with value in config file: 150.
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2025-05-04 11:58:33,030 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'startup_candle_count' with value in config file: 30.
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2025-05-04 11:58:33,031 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'unfilledtimeout' with value in config file: {'entry': 5, 'exit': 15, 'exit_timeout_count': 0, 'unit':
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'minutes'}.
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2025-05-04 11:40:36,551 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'max_open_trades' with value in config file: 4.
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2025-05-04 11:40:36,552 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using minimal_roi: {}
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2025-05-04 11:40:36,552 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using timeframe: 3m
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2025-05-04 11:40:36,552 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stoploss: -0.05
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2025-05-04 11:40:36,553 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop: True
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2025-05-04 11:40:36,553 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive: 0.01
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2025-05-04 11:40:36,553 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive_offset: 0.0
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2025-05-04 11:40:36,554 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_only_offset_is_reached: False
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2025-05-04 11:40:36,554 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_custom_stoploss: False
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2025-05-04 11:40:36,554 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using process_only_new_candles: True
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2025-05-04 11:40:36,555 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_types: {'entry': 'limit', 'exit': 'limit', 'stoploss': 'limit', 'stoploss_on_exchange': False,
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2025-05-04 11:58:33,031 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'max_open_trades' with value in config file: 4.
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2025-05-04 11:58:33,031 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using minimal_roi: {}
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2025-05-04 11:58:33,031 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using timeframe: 3m
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2025-05-04 11:58:33,032 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stoploss: -0.05
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2025-05-04 11:58:33,032 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop: True
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2025-05-04 11:58:33,032 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive: 0.01
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2025-05-04 11:58:33,033 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive_offset: 0.0
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2025-05-04 11:58:33,033 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_only_offset_is_reached: False
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2025-05-04 11:58:33,033 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_custom_stoploss: False
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2025-05-04 11:58:33,034 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using process_only_new_candles: True
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2025-05-04 11:58:33,034 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_types: {'entry': 'limit', 'exit': 'limit', 'stoploss': 'limit', 'stoploss_on_exchange': False,
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'stoploss_on_exchange_interval': 60}
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2025-05-04 11:40:36,555 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_time_in_force: {'entry': 'GTC', 'exit': 'GTC'}
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2025-05-04 11:40:36,555 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_currency: USDT
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2025-05-04 11:40:36,556 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_amount: 150
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2025-05-04 11:40:36,556 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using startup_candle_count: 30
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2025-05-04 11:40:36,556 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using unfilledtimeout: {'entry': 5, 'exit': 15, 'exit_timeout_count': 0, 'unit': 'minutes'}
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2025-05-04 11:40:36,557 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_exit_signal: True
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2025-05-04 11:40:36,557 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_only: False
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2025-05-04 11:40:36,557 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_roi_if_entry_signal: False
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2025-05-04 11:40:36,558 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_offset: 0.0
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2025-05-04 11:40:36,558 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using disable_dataframe_checks: False
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2025-05-04 11:40:36,558 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_buying_expired_candle_after: 0
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2025-05-04 11:40:36,559 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using position_adjustment_enable: False
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2025-05-04 11:40:36,559 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_entry_position_adjustment: -1
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2025-05-04 11:40:36,559 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_open_trades: 4
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2025-05-04 11:40:36,560 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
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2025-05-04 11:40:36,563 - freqtrade.resolvers.iresolver - INFO - Using resolved pairlist StaticPairList from '/freqtrade/freqtrade/plugins/pairlist/StaticPairList.py'...
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2025-05-04 11:40:36,569 - freqtrade.optimize.backtesting - INFO - Using fee 0.0800% from config.
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2025-05-04 11:40:36,570 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
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2025-05-04 11:40:36,570 - freqtrade.data.history.history_utils - INFO - Using indicator startup period: 43250 ...
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2025-05-04 11:40:36,708 - freqtrade.optimize.backtesting - INFO - Loading data from 2025-01-06 21:30:00 up to 2025-04-15 00:00:00 (98 days).
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2025-05-04 11:40:36,708 - freqtrade.optimize.backtesting - INFO - Dataload complete. Calculating indicators
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2025-05-04 11:40:36,709 - freqtrade.optimize.backtesting - INFO - Running backtesting for Strategy OKXRegressionStrategy
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2025-05-04 11:40:38,275 - matplotlib.font_manager - INFO - generated new fontManager
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2025-05-04 11:40:38,479 - freqtrade.resolvers.iresolver - INFO - Using resolved freqaimodel XGBoostRegressor from '/freqtrade/freqtrade/freqai/prediction_models/XGBoostRegressor.py'...
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2025-05-04 11:40:38,480 - freqtrade.freqai.data_drawer - INFO - Could not find existing datadrawer, starting from scratch
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2025-05-04 11:40:38,481 - freqtrade.freqai.data_drawer - INFO - Could not find existing historic_predictions, starting from scratch
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2025-05-04 11:40:38,481 - freqtrade.freqai.freqai_interface - INFO - Set fresh train queue from whitelist. Queue: ['OKB/USDT', 'TON/USDT']
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2025-05-04 11:40:38,482 - freqtrade.strategy.hyper - INFO - No params for buy found, using default values.
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2025-05-04 11:40:38,482 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_period = 14
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2025-05-04 11:40:38,483 - freqtrade.strategy.hyper - INFO - No params for sell found, using default values.
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2025-05-04 11:40:38,483 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_multiplier = 2.0
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2025-05-04 11:40:38,483 - freqtrade.strategy.hyper - INFO - No params for protection found, using default values.
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2025-05-04 11:40:38,489 - freqtrade.freqai.freqai_interface - INFO - Training 1 timeranges
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2025-05-04 11:40:38,491 - freqtrade.freqai.freqai_interface - INFO - Training OKB/USDT, 1/2 pairs from 2025-01-07 00:00:00 to 2025-04-07 00:00:00, 1/1 trains
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2025-05-04 11:40:38,491 - freqtrade.freqai.data_kitchen - INFO - Could not find backtesting prediction file at
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2025-05-04 11:58:33,034 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_time_in_force: {'entry': 'GTC', 'exit': 'GTC'}
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2025-05-04 11:58:33,034 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_currency: USDT
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2025-05-04 11:58:33,035 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_amount: 150
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2025-05-04 11:58:33,035 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using startup_candle_count: 30
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2025-05-04 11:58:33,035 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using unfilledtimeout: {'entry': 5, 'exit': 15, 'exit_timeout_count': 0, 'unit': 'minutes'}
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2025-05-04 11:58:33,036 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_exit_signal: True
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2025-05-04 11:58:33,036 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_only: False
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2025-05-04 11:58:33,036 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_roi_if_entry_signal: False
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2025-05-04 11:58:33,036 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_offset: 0.0
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2025-05-04 11:58:33,037 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using disable_dataframe_checks: False
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2025-05-04 11:58:33,037 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_buying_expired_candle_after: 0
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2025-05-04 11:58:33,037 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using position_adjustment_enable: False
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2025-05-04 11:58:33,037 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_entry_position_adjustment: -1
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2025-05-04 11:58:33,038 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_open_trades: 4
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2025-05-04 11:58:33,038 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
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2025-05-04 11:58:33,042 - freqtrade.resolvers.iresolver - INFO - Using resolved pairlist StaticPairList from '/freqtrade/freqtrade/plugins/pairlist/StaticPairList.py'...
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2025-05-04 11:58:33,048 - freqtrade.optimize.backtesting - INFO - Using fee 0.0800% from config.
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2025-05-04 11:58:33,049 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
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2025-05-04 11:58:33,049 - freqtrade.data.history.history_utils - INFO - Using indicator startup period: 43250 ...
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2025-05-04 11:58:33,197 - freqtrade.optimize.backtesting - INFO - Loading data from 2025-01-06 21:30:00 up to 2025-04-15 00:00:00 (98 days).
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2025-05-04 11:58:33,197 - freqtrade.optimize.backtesting - INFO - Dataload complete. Calculating indicators
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2025-05-04 11:58:33,198 - freqtrade.optimize.backtesting - INFO - Running backtesting for Strategy OKXRegressionStrategy
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2025-05-04 11:58:34,759 - matplotlib.font_manager - INFO - generated new fontManager
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2025-05-04 11:58:34,966 - freqtrade.resolvers.iresolver - INFO - Using resolved freqaimodel XGBoostRegressor from '/freqtrade/freqtrade/freqai/prediction_models/XGBoostRegressor.py'...
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2025-05-04 11:58:34,966 - freqtrade.freqai.data_drawer - INFO - Could not find existing datadrawer, starting from scratch
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2025-05-04 11:58:34,967 - freqtrade.freqai.data_drawer - INFO - Could not find existing historic_predictions, starting from scratch
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2025-05-04 11:58:34,967 - freqtrade.freqai.freqai_interface - INFO - Set fresh train queue from whitelist. Queue: ['OKB/USDT', 'TON/USDT']
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2025-05-04 11:58:34,968 - freqtrade.strategy.hyper - INFO - No params for buy found, using default values.
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2025-05-04 11:58:34,968 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_period = 14
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2025-05-04 11:58:34,969 - freqtrade.strategy.hyper - INFO - No params for sell found, using default values.
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2025-05-04 11:58:34,969 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_multiplier = 2.0
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2025-05-04 11:58:34,970 - freqtrade.strategy.hyper - INFO - No params for protection found, using default values.
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2025-05-04 11:58:34,975 - freqtrade.freqai.freqai_interface - INFO - Training 1 timeranges
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2025-05-04 11:58:34,976 - freqtrade.freqai.freqai_interface - INFO - Training OKB/USDT, 1/2 pairs from 2025-01-07 00:00:00 to 2025-04-07 00:00:00, 1/1 trains
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2025-05-04 11:58:34,977 - freqtrade.freqai.data_kitchen - INFO - Could not find backtesting prediction file at
|
||||
/freqtrade/user_data/models/test175/backtesting_predictions/cb_okb_1743984000_prediction.feather
|
||||
2025-05-04 11:40:38,746 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:40:38,746 - freqtrade.data.dataprovider - INFO - Loading data for BTC/USDT 3m from 2025-01-06 21:30:00 to 2025-04-15 00:00:00
|
||||
2025-05-04 11:40:38,944 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:40:38,945 - freqtrade.data.dataprovider - INFO - Loading data for ETH/USDT 3m from 2025-01-06 21:30:00 to 2025-04-15 00:00:00
|
||||
2025-05-04 11:58:35,224 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:58:35,224 - freqtrade.data.dataprovider - INFO - Loading data for BTC/USDT 3m from 2025-01-06 21:30:00 to 2025-04-15 00:00:00
|
||||
2025-05-04 11:58:35,416 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:58:35,417 - freqtrade.data.dataprovider - INFO - Loading data for ETH/USDT 3m from 2025-01-06 21:30:00 to 2025-04-15 00:00:00
|
||||
/freqtrade/templates/OKXRegressionStrategy.py:246: FutureWarning: DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.
|
||||
dataframe = dataframe.fillna(method="ffill").fillna(0)
|
||||
/freqtrade/templates/OKXRegressionStrategy.py:246: FutureWarning: DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.
|
||||
dataframe = dataframe.fillna(method="ffill").fillna(0)
|
||||
2025-05-04 11:40:45,045 - freqtrade.freqai.freqai_interface - INFO - Could not find model at /freqtrade/user_data/models/test175/sub-train-OKB_1743984000/cb_okb_1743984000
|
||||
2025-05-04 11:40:45,046 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Starting training OKB/USDT --------------------
|
||||
2025-05-04 11:40:45,176 - freqtrade.freqai.data_kitchen - INFO - OKB/USDT: dropped 0 training points due to NaNs in populated dataset 43200.
|
||||
2025-05-04 11:40:45,176 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Training on data from 2025-01-07 to 2025-04-06 --------------------
|
||||
2025-05-04 11:40:45,233 - datasieve.pipeline - INFO - VarianceThreshold will remove 1 features from the dataset.on transform. ['%-hour_of_day']
|
||||
2025-05-04 11:40:45,285 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 181 features
|
||||
2025-05-04 11:40:45,285 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 34560 data points
|
||||
2025-05-04 11:58:41,469 - freqtrade.freqai.freqai_interface - INFO - Could not find model at /freqtrade/user_data/models/test175/sub-train-OKB_1743984000/cb_okb_1743984000
|
||||
2025-05-04 11:58:41,470 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Starting training OKB/USDT --------------------
|
||||
2025-05-04 11:58:41,593 - freqtrade.freqai.data_kitchen - INFO - OKB/USDT: dropped 0 training points due to NaNs in populated dataset 43200.
|
||||
2025-05-04 11:58:41,594 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Training on data from 2025-01-07 to 2025-04-06 --------------------
|
||||
2025-05-04 11:58:41,650 - datasieve.pipeline - INFO - VarianceThreshold will remove 1 features from the dataset.on transform. ['%-hour_of_day']
|
||||
2025-05-04 11:58:41,702 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 181 features
|
||||
2025-05-04 11:58:41,702 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 34560 data points
|
||||
[0] validation_0-rmse:0.36629 validation_1-rmse:0.37143
|
||||
[1] validation_0-rmse:0.36088 validation_1-rmse:0.36593
|
||||
[2] validation_0-rmse:0.35557 validation_1-rmse:0.36052
|
||||
@ -398,13 +398,13 @@ Creating freqtrade_freqtrade_run ... done
|
||||
[297] validation_0-rmse:0.03425 validation_1-rmse:0.02814
|
||||
[298] validation_0-rmse:0.03423 validation_1-rmse:0.02811
|
||||
[299] validation_0-rmse:0.03422 validation_1-rmse:0.02808
|
||||
2025-05-04 11:42:53,857 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Done training OKB/USDT (128.81 secs) --------------------
|
||||
2025-05-04 11:42:54,083 - freqtrade.plot.plotting - INFO - Stored plot as /freqtrade/user_data/models/test175/sub-train-OKB_1743984000/cb_okb_1743984000--s_close.html
|
||||
2025-05-04 11:42:54,084 - freqtrade.freqai.freqai_interface - INFO - Saving metadata to disk.
|
||||
2025-05-04 11:42:54,146 - datasieve.pipeline - WARNING - Could not find step di in pipeline, returning None
|
||||
2025-05-04 11:42:54,238 - freqtrade.freqai.freqai_interface - INFO - Training 1 timeranges
|
||||
2025-05-04 11:42:54,239 - freqtrade.freqai.freqai_interface - INFO - Training TON/USDT, 2/2 pairs from 2025-01-07 00:00:00 to 2025-04-07 00:00:00, 1/1 trains
|
||||
2025-05-04 11:42:54,239 - freqtrade.freqai.data_kitchen - INFO - Could not find backtesting prediction file at
|
||||
2025-05-04 11:59:48,077 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Done training OKB/USDT (66.61 secs) --------------------
|
||||
2025-05-04 11:59:48,295 - freqtrade.plot.plotting - INFO - Stored plot as /freqtrade/user_data/models/test175/sub-train-OKB_1743984000/cb_okb_1743984000--s_close.html
|
||||
2025-05-04 11:59:48,295 - freqtrade.freqai.freqai_interface - INFO - Saving metadata to disk.
|
||||
2025-05-04 11:59:48,357 - datasieve.pipeline - WARNING - Could not find step di in pipeline, returning None
|
||||
2025-05-04 11:59:48,442 - freqtrade.freqai.freqai_interface - INFO - Training 1 timeranges
|
||||
2025-05-04 11:59:48,443 - freqtrade.freqai.freqai_interface - INFO - Training TON/USDT, 2/2 pairs from 2025-01-07 00:00:00 to 2025-04-07 00:00:00, 1/1 trains
|
||||
2025-05-04 11:59:48,444 - freqtrade.freqai.data_kitchen - INFO - Could not find backtesting prediction file at
|
||||
/freqtrade/user_data/models/test175/backtesting_predictions/cb_ton_1743984000_prediction.feather
|
||||
/freqtrade/templates/OKXRegressionStrategy.py:246: FutureWarning:
|
||||
|
||||
@ -414,13 +414,13 @@ DataFrame.fillna with 'method' is deprecated and will raise in a future version.
|
||||
|
||||
DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.
|
||||
|
||||
2025-05-04 11:43:00,429 - freqtrade.freqai.freqai_interface - INFO - Could not find model at /freqtrade/user_data/models/test175/sub-train-TON_1743984000/cb_ton_1743984000
|
||||
2025-05-04 11:43:00,429 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Starting training TON/USDT --------------------
|
||||
2025-05-04 11:43:00,548 - freqtrade.freqai.data_kitchen - INFO - TON/USDT: dropped 0 training points due to NaNs in populated dataset 43200.
|
||||
2025-05-04 11:43:00,549 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Training on data from 2025-01-07 to 2025-04-06 --------------------
|
||||
2025-05-04 11:43:00,606 - datasieve.pipeline - INFO - VarianceThreshold will remove 1 features from the dataset.on transform. ['%-hour_of_day']
|
||||
2025-05-04 11:43:00,657 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 181 features
|
||||
2025-05-04 11:43:00,658 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 34560 data points
|
||||
2025-05-04 11:59:54,567 - freqtrade.freqai.freqai_interface - INFO - Could not find model at /freqtrade/user_data/models/test175/sub-train-TON_1743984000/cb_ton_1743984000
|
||||
2025-05-04 11:59:54,568 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Starting training TON/USDT --------------------
|
||||
2025-05-04 11:59:54,684 - freqtrade.freqai.data_kitchen - INFO - TON/USDT: dropped 0 training points due to NaNs in populated dataset 43200.
|
||||
2025-05-04 11:59:54,685 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Training on data from 2025-01-07 to 2025-04-06 --------------------
|
||||
2025-05-04 11:59:54,741 - datasieve.pipeline - INFO - VarianceThreshold will remove 1 features from the dataset.on transform. ['%-hour_of_day']
|
||||
2025-05-04 11:59:54,791 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 181 features
|
||||
2025-05-04 11:59:54,791 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 34560 data points
|
||||
[0] validation_0-rmse:0.52241 validation_1-rmse:0.52534
|
||||
[1] validation_0-rmse:0.51462 validation_1-rmse:0.51751
|
||||
[2] validation_0-rmse:0.50695 validation_1-rmse:0.50980
|
||||
@ -721,12 +721,12 @@ DataFrame.fillna with 'method' is deprecated and will raise in a future version.
|
||||
[297] validation_0-rmse:0.03155 validation_1-rmse:0.02866
|
||||
[298] validation_0-rmse:0.03153 validation_1-rmse:0.02862
|
||||
[299] validation_0-rmse:0.03150 validation_1-rmse:0.02858
|
||||
2025-05-04 11:46:04,560 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Done training TON/USDT (184.13 secs) --------------------
|
||||
2025-05-04 11:46:04,595 - freqtrade.plot.plotting - INFO - Stored plot as /freqtrade/user_data/models/test175/sub-train-TON_1743984000/cb_ton_1743984000--s_close.html
|
||||
2025-05-04 11:46:04,596 - freqtrade.freqai.freqai_interface - INFO - Saving metadata to disk.
|
||||
2025-05-04 11:46:04,661 - datasieve.pipeline - WARNING - Could not find step di in pipeline, returning None
|
||||
2025-05-04 11:46:04,744 - freqtrade.optimize.backtesting - INFO - Backtesting with data from 2025-04-07 00:00:00 up to 2025-04-15 00:00:00 (8 days).
|
||||
2025-05-04 11:46:04,935 - freqtrade.misc - INFO - dumping json to "/freqtrade/user_data/backtest_results/backtest-result-2025-05-04_11-46-04.meta.json"
|
||||
2025-05-04 12:01:00,801 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Done training TON/USDT (66.23 secs) --------------------
|
||||
2025-05-04 12:01:00,836 - freqtrade.plot.plotting - INFO - Stored plot as /freqtrade/user_data/models/test175/sub-train-TON_1743984000/cb_ton_1743984000--s_close.html
|
||||
2025-05-04 12:01:00,836 - freqtrade.freqai.freqai_interface - INFO - Saving metadata to disk.
|
||||
2025-05-04 12:01:00,894 - datasieve.pipeline - WARNING - Could not find step di in pipeline, returning None
|
||||
2025-05-04 12:01:00,976 - freqtrade.optimize.backtesting - INFO - Backtesting with data from 2025-04-07 00:00:00 up to 2025-04-15 00:00:00 (8 days).
|
||||
2025-05-04 12:01:01,168 - freqtrade.misc - INFO - dumping json to "/freqtrade/user_data/backtest_results/backtest-result-2025-05-04_12-01-01.meta.json"
|
||||
Result for strategy OKXRegressionStrategy
|
||||
BACKTESTING REPORT
|
||||
┏━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓
|
||||
|
||||
@ -1,111 +1,111 @@
|
||||
Creating freqtrade_freqtrade_run ...
|
||||
Creating freqtrade_freqtrade_run ... done
|
||||
2025-05-04 11:40:32,235 - freqtrade - INFO - freqtrade docker-2025.4-dev-23e4943b
|
||||
2025-05-04 11:40:32,439 - numexpr.utils - INFO - NumExpr defaulting to 12 threads.
|
||||
2025-05-04 11:40:33,890 - freqtrade.configuration.load_config - INFO - Using config: /freqtrade/config_examples/config_freqai.okx.json ...
|
||||
2025-05-04 11:40:33,893 - freqtrade.loggers - INFO - Enabling colorized output.
|
||||
2025-05-04 11:40:33,893 - root - INFO - Logfile configured
|
||||
2025-05-04 11:40:33,893 - freqtrade.loggers - INFO - Verbosity set to 0
|
||||
2025-05-04 11:40:33,894 - freqtrade.configuration.configuration - INFO - Using additional Strategy lookup path: /freqtrade/templates
|
||||
2025-05-04 11:40:33,894 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 4 ...
|
||||
2025-05-04 11:40:33,894 - freqtrade.configuration.configuration - INFO - Parameter --fee detected, setting fee to: 0.0008 ...
|
||||
2025-05-04 11:40:33,895 - freqtrade.configuration.configuration - INFO - Parameter --timerange detected: 20250407-20250415 ...
|
||||
2025-05-04 11:40:33,920 - freqtrade.configuration.configuration - INFO - Using user-data directory: /freqtrade/user_data ...
|
||||
2025-05-04 11:40:33,921 - freqtrade.configuration.configuration - INFO - Using data directory: /freqtrade/user_data/data/okx ...
|
||||
2025-05-04 11:40:33,921 - freqtrade.configuration.configuration - INFO - Parameter --cache=none detected ...
|
||||
2025-05-04 11:40:33,921 - freqtrade.configuration.configuration - INFO - Filter trades by timerange: 20250407-20250415
|
||||
2025-05-04 11:40:33,922 - freqtrade.configuration.configuration - INFO - Using freqaimodel class name: XGBoostRegressor
|
||||
2025-05-04 11:40:33,923 - freqtrade.exchange.check_exchange - INFO - Checking exchange...
|
||||
2025-05-04 11:40:33,929 - freqtrade.exchange.check_exchange - INFO - Exchange "okx" is officially supported by the Freqtrade development team.
|
||||
2025-05-04 11:40:33,929 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration.
|
||||
2025-05-04 11:40:33,930 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
|
||||
2025-05-04 11:40:33,932 - freqtrade.commands.optimize_commands - INFO - Starting freqtrade in Backtesting mode
|
||||
2025-05-04 11:40:33,932 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled
|
||||
2025-05-04 11:40:33,933 - freqtrade.exchange.exchange - INFO - Using CCXT 4.4.77
|
||||
2025-05-04 11:40:33,933 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'enableRateLimit': True, 'rateLimit': 500, 'options': {'defaultType': 'spot'}}
|
||||
2025-05-04 11:40:33,938 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'enableRateLimit': True, 'rateLimit': 500, 'options': {'defaultType': 'spot'}, 'timeout': 20000}
|
||||
2025-05-04 11:40:33,944 - freqtrade.exchange.exchange - INFO - Using Exchange "OKX"
|
||||
2025-05-04 11:40:36,494 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Okx'...
|
||||
2025-05-04 11:40:36,548 - freqtrade.resolvers.iresolver - INFO - Using resolved strategy OKXRegressionStrategy from '/freqtrade/templates/OKXRegressionStrategy.py'...
|
||||
2025-05-04 11:40:36,549 - freqtrade.strategy.hyper - INFO - Found no parameter file.
|
||||
2025-05-04 11:40:36,549 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'timeframe' with value in config file: 3m.
|
||||
2025-05-04 11:40:36,550 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stoploss' with value in config file: -0.05.
|
||||
2025-05-04 11:40:36,550 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_currency' with value in config file: USDT.
|
||||
2025-05-04 11:40:36,550 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_amount' with value in config file: 150.
|
||||
2025-05-04 11:40:36,551 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'startup_candle_count' with value in config file: 30.
|
||||
2025-05-04 11:40:36,551 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'unfilledtimeout' with value in config file: {'entry': 5, 'exit': 15, 'exit_timeout_count': 0, 'unit':
|
||||
2025-05-04 11:58:28,633 - freqtrade - INFO - freqtrade docker-2025.4-dev-23e4943b
|
||||
2025-05-04 11:58:28,848 - numexpr.utils - INFO - NumExpr defaulting to 12 threads.
|
||||
2025-05-04 11:58:30,260 - freqtrade.configuration.load_config - INFO - Using config: /freqtrade/config_examples/config_freqai.okx.json ...
|
||||
2025-05-04 11:58:30,262 - freqtrade.loggers - INFO - Enabling colorized output.
|
||||
2025-05-04 11:58:30,263 - root - INFO - Logfile configured
|
||||
2025-05-04 11:58:30,263 - freqtrade.loggers - INFO - Verbosity set to 0
|
||||
2025-05-04 11:58:30,264 - freqtrade.configuration.configuration - INFO - Using additional Strategy lookup path: /freqtrade/templates
|
||||
2025-05-04 11:58:30,264 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 4 ...
|
||||
2025-05-04 11:58:30,265 - freqtrade.configuration.configuration - INFO - Parameter --fee detected, setting fee to: 0.0008 ...
|
||||
2025-05-04 11:58:30,265 - freqtrade.configuration.configuration - INFO - Parameter --timerange detected: 20250407-20250415 ...
|
||||
2025-05-04 11:58:30,301 - freqtrade.configuration.configuration - INFO - Using user-data directory: /freqtrade/user_data ...
|
||||
2025-05-04 11:58:30,302 - freqtrade.configuration.configuration - INFO - Using data directory: /freqtrade/user_data/data/okx ...
|
||||
2025-05-04 11:58:30,302 - freqtrade.configuration.configuration - INFO - Parameter --cache=none detected ...
|
||||
2025-05-04 11:58:30,303 - freqtrade.configuration.configuration - INFO - Filter trades by timerange: 20250407-20250415
|
||||
2025-05-04 11:58:30,303 - freqtrade.configuration.configuration - INFO - Using freqaimodel class name: XGBoostRegressor
|
||||
2025-05-04 11:58:30,304 - freqtrade.exchange.check_exchange - INFO - Checking exchange...
|
||||
2025-05-04 11:58:30,311 - freqtrade.exchange.check_exchange - INFO - Exchange "okx" is officially supported by the Freqtrade development team.
|
||||
2025-05-04 11:58:30,311 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration.
|
||||
2025-05-04 11:58:30,312 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
|
||||
2025-05-04 11:58:30,314 - freqtrade.commands.optimize_commands - INFO - Starting freqtrade in Backtesting mode
|
||||
2025-05-04 11:58:30,314 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled
|
||||
2025-05-04 11:58:30,315 - freqtrade.exchange.exchange - INFO - Using CCXT 4.4.77
|
||||
2025-05-04 11:58:30,315 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'enableRateLimit': True, 'rateLimit': 500, 'options': {'defaultType': 'spot'}}
|
||||
2025-05-04 11:58:30,320 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'enableRateLimit': True, 'rateLimit': 500, 'options': {'defaultType': 'spot'}, 'timeout': 20000}
|
||||
2025-05-04 11:58:30,326 - freqtrade.exchange.exchange - INFO - Using Exchange "OKX"
|
||||
2025-05-04 11:58:32,974 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Okx'...
|
||||
2025-05-04 11:58:33,028 - freqtrade.resolvers.iresolver - INFO - Using resolved strategy OKXRegressionStrategy from '/freqtrade/templates/OKXRegressionStrategy.py'...
|
||||
2025-05-04 11:58:33,028 - freqtrade.strategy.hyper - INFO - Found no parameter file.
|
||||
2025-05-04 11:58:33,029 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'timeframe' with value in config file: 3m.
|
||||
2025-05-04 11:58:33,029 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stoploss' with value in config file: -0.05.
|
||||
2025-05-04 11:58:33,030 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_currency' with value in config file: USDT.
|
||||
2025-05-04 11:58:33,030 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_amount' with value in config file: 150.
|
||||
2025-05-04 11:58:33,030 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'startup_candle_count' with value in config file: 30.
|
||||
2025-05-04 11:58:33,031 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'unfilledtimeout' with value in config file: {'entry': 5, 'exit': 15, 'exit_timeout_count': 0, 'unit':
|
||||
'minutes'}.
|
||||
2025-05-04 11:40:36,551 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'max_open_trades' with value in config file: 4.
|
||||
2025-05-04 11:40:36,552 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using minimal_roi: {}
|
||||
2025-05-04 11:40:36,552 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using timeframe: 3m
|
||||
2025-05-04 11:40:36,552 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stoploss: -0.05
|
||||
2025-05-04 11:40:36,553 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop: True
|
||||
2025-05-04 11:40:36,553 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive: 0.01
|
||||
2025-05-04 11:40:36,553 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive_offset: 0.0
|
||||
2025-05-04 11:40:36,554 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_only_offset_is_reached: False
|
||||
2025-05-04 11:40:36,554 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_custom_stoploss: False
|
||||
2025-05-04 11:40:36,554 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using process_only_new_candles: True
|
||||
2025-05-04 11:40:36,555 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_types: {'entry': 'limit', 'exit': 'limit', 'stoploss': 'limit', 'stoploss_on_exchange': False,
|
||||
2025-05-04 11:58:33,031 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'max_open_trades' with value in config file: 4.
|
||||
2025-05-04 11:58:33,031 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using minimal_roi: {}
|
||||
2025-05-04 11:58:33,031 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using timeframe: 3m
|
||||
2025-05-04 11:58:33,032 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stoploss: -0.05
|
||||
2025-05-04 11:58:33,032 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop: True
|
||||
2025-05-04 11:58:33,032 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive: 0.01
|
||||
2025-05-04 11:58:33,033 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive_offset: 0.0
|
||||
2025-05-04 11:58:33,033 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_only_offset_is_reached: False
|
||||
2025-05-04 11:58:33,033 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_custom_stoploss: False
|
||||
2025-05-04 11:58:33,034 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using process_only_new_candles: True
|
||||
2025-05-04 11:58:33,034 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_types: {'entry': 'limit', 'exit': 'limit', 'stoploss': 'limit', 'stoploss_on_exchange': False,
|
||||
'stoploss_on_exchange_interval': 60}
|
||||
2025-05-04 11:40:36,555 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_time_in_force: {'entry': 'GTC', 'exit': 'GTC'}
|
||||
2025-05-04 11:40:36,555 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_currency: USDT
|
||||
2025-05-04 11:40:36,556 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_amount: 150
|
||||
2025-05-04 11:40:36,556 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using startup_candle_count: 30
|
||||
2025-05-04 11:40:36,556 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using unfilledtimeout: {'entry': 5, 'exit': 15, 'exit_timeout_count': 0, 'unit': 'minutes'}
|
||||
2025-05-04 11:40:36,557 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_exit_signal: True
|
||||
2025-05-04 11:40:36,557 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_only: False
|
||||
2025-05-04 11:40:36,557 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_roi_if_entry_signal: False
|
||||
2025-05-04 11:40:36,558 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_offset: 0.0
|
||||
2025-05-04 11:40:36,558 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using disable_dataframe_checks: False
|
||||
2025-05-04 11:40:36,558 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_buying_expired_candle_after: 0
|
||||
2025-05-04 11:40:36,559 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using position_adjustment_enable: False
|
||||
2025-05-04 11:40:36,559 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_entry_position_adjustment: -1
|
||||
2025-05-04 11:40:36,559 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_open_trades: 4
|
||||
2025-05-04 11:40:36,560 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
|
||||
2025-05-04 11:40:36,563 - freqtrade.resolvers.iresolver - INFO - Using resolved pairlist StaticPairList from '/freqtrade/freqtrade/plugins/pairlist/StaticPairList.py'...
|
||||
2025-05-04 11:40:36,569 - freqtrade.optimize.backtesting - INFO - Using fee 0.0800% from config.
|
||||
2025-05-04 11:40:36,570 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:40:36,570 - freqtrade.data.history.history_utils - INFO - Using indicator startup period: 43250 ...
|
||||
2025-05-04 11:40:36,708 - freqtrade.optimize.backtesting - INFO - Loading data from 2025-01-06 21:30:00 up to 2025-04-15 00:00:00 (98 days).
|
||||
2025-05-04 11:40:36,708 - freqtrade.optimize.backtesting - INFO - Dataload complete. Calculating indicators
|
||||
2025-05-04 11:40:36,709 - freqtrade.optimize.backtesting - INFO - Running backtesting for Strategy OKXRegressionStrategy
|
||||
2025-05-04 11:40:38,275 - matplotlib.font_manager - INFO - generated new fontManager
|
||||
2025-05-04 11:40:38,479 - freqtrade.resolvers.iresolver - INFO - Using resolved freqaimodel XGBoostRegressor from '/freqtrade/freqtrade/freqai/prediction_models/XGBoostRegressor.py'...
|
||||
2025-05-04 11:40:38,480 - freqtrade.freqai.data_drawer - INFO - Could not find existing datadrawer, starting from scratch
|
||||
2025-05-04 11:40:38,481 - freqtrade.freqai.data_drawer - INFO - Could not find existing historic_predictions, starting from scratch
|
||||
2025-05-04 11:40:38,481 - freqtrade.freqai.freqai_interface - INFO - Set fresh train queue from whitelist. Queue: ['OKB/USDT', 'TON/USDT']
|
||||
2025-05-04 11:40:38,482 - freqtrade.strategy.hyper - INFO - No params for buy found, using default values.
|
||||
2025-05-04 11:40:38,482 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_period = 14
|
||||
2025-05-04 11:40:38,483 - freqtrade.strategy.hyper - INFO - No params for sell found, using default values.
|
||||
2025-05-04 11:40:38,483 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_multiplier = 2.0
|
||||
2025-05-04 11:40:38,483 - freqtrade.strategy.hyper - INFO - No params for protection found, using default values.
|
||||
2025-05-04 11:40:38,489 - freqtrade.freqai.freqai_interface - INFO - Training 1 timeranges
|
||||
2025-05-04 11:40:38,491 - freqtrade.freqai.freqai_interface - INFO - Training OKB/USDT, 1/2 pairs from 2025-01-07 00:00:00 to 2025-04-07 00:00:00, 1/1 trains
|
||||
2025-05-04 11:40:38,491 - freqtrade.freqai.data_kitchen - INFO - Could not find backtesting prediction file at
|
||||
2025-05-04 11:58:33,034 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_time_in_force: {'entry': 'GTC', 'exit': 'GTC'}
|
||||
2025-05-04 11:58:33,034 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_currency: USDT
|
||||
2025-05-04 11:58:33,035 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_amount: 150
|
||||
2025-05-04 11:58:33,035 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using startup_candle_count: 30
|
||||
2025-05-04 11:58:33,035 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using unfilledtimeout: {'entry': 5, 'exit': 15, 'exit_timeout_count': 0, 'unit': 'minutes'}
|
||||
2025-05-04 11:58:33,036 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_exit_signal: True
|
||||
2025-05-04 11:58:33,036 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_only: False
|
||||
2025-05-04 11:58:33,036 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_roi_if_entry_signal: False
|
||||
2025-05-04 11:58:33,036 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_offset: 0.0
|
||||
2025-05-04 11:58:33,037 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using disable_dataframe_checks: False
|
||||
2025-05-04 11:58:33,037 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_buying_expired_candle_after: 0
|
||||
2025-05-04 11:58:33,037 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using position_adjustment_enable: False
|
||||
2025-05-04 11:58:33,037 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_entry_position_adjustment: -1
|
||||
2025-05-04 11:58:33,038 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_open_trades: 4
|
||||
2025-05-04 11:58:33,038 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
|
||||
2025-05-04 11:58:33,042 - freqtrade.resolvers.iresolver - INFO - Using resolved pairlist StaticPairList from '/freqtrade/freqtrade/plugins/pairlist/StaticPairList.py'...
|
||||
2025-05-04 11:58:33,048 - freqtrade.optimize.backtesting - INFO - Using fee 0.0800% from config.
|
||||
2025-05-04 11:58:33,049 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:58:33,049 - freqtrade.data.history.history_utils - INFO - Using indicator startup period: 43250 ...
|
||||
2025-05-04 11:58:33,197 - freqtrade.optimize.backtesting - INFO - Loading data from 2025-01-06 21:30:00 up to 2025-04-15 00:00:00 (98 days).
|
||||
2025-05-04 11:58:33,197 - freqtrade.optimize.backtesting - INFO - Dataload complete. Calculating indicators
|
||||
2025-05-04 11:58:33,198 - freqtrade.optimize.backtesting - INFO - Running backtesting for Strategy OKXRegressionStrategy
|
||||
2025-05-04 11:58:34,759 - matplotlib.font_manager - INFO - generated new fontManager
|
||||
2025-05-04 11:58:34,966 - freqtrade.resolvers.iresolver - INFO - Using resolved freqaimodel XGBoostRegressor from '/freqtrade/freqtrade/freqai/prediction_models/XGBoostRegressor.py'...
|
||||
2025-05-04 11:58:34,966 - freqtrade.freqai.data_drawer - INFO - Could not find existing datadrawer, starting from scratch
|
||||
2025-05-04 11:58:34,967 - freqtrade.freqai.data_drawer - INFO - Could not find existing historic_predictions, starting from scratch
|
||||
2025-05-04 11:58:34,967 - freqtrade.freqai.freqai_interface - INFO - Set fresh train queue from whitelist. Queue: ['OKB/USDT', 'TON/USDT']
|
||||
2025-05-04 11:58:34,968 - freqtrade.strategy.hyper - INFO - No params for buy found, using default values.
|
||||
2025-05-04 11:58:34,968 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_period = 14
|
||||
2025-05-04 11:58:34,969 - freqtrade.strategy.hyper - INFO - No params for sell found, using default values.
|
||||
2025-05-04 11:58:34,969 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_multiplier = 2.0
|
||||
2025-05-04 11:58:34,970 - freqtrade.strategy.hyper - INFO - No params for protection found, using default values.
|
||||
2025-05-04 11:58:34,975 - freqtrade.freqai.freqai_interface - INFO - Training 1 timeranges
|
||||
2025-05-04 11:58:34,976 - freqtrade.freqai.freqai_interface - INFO - Training OKB/USDT, 1/2 pairs from 2025-01-07 00:00:00 to 2025-04-07 00:00:00, 1/1 trains
|
||||
2025-05-04 11:58:34,977 - freqtrade.freqai.data_kitchen - INFO - Could not find backtesting prediction file at
|
||||
/freqtrade/user_data/models/test175/backtesting_predictions/cb_okb_1743984000_prediction.feather
|
||||
2025-05-04 11:40:38,746 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:40:38,746 - freqtrade.data.dataprovider - INFO - Loading data for BTC/USDT 3m from 2025-01-06 21:30:00 to 2025-04-15 00:00:00
|
||||
2025-05-04 11:40:38,944 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:40:38,945 - freqtrade.data.dataprovider - INFO - Loading data for ETH/USDT 3m from 2025-01-06 21:30:00 to 2025-04-15 00:00:00
|
||||
2025-05-04 11:58:35,224 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:58:35,224 - freqtrade.data.dataprovider - INFO - Loading data for BTC/USDT 3m from 2025-01-06 21:30:00 to 2025-04-15 00:00:00
|
||||
2025-05-04 11:58:35,416 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:58:35,417 - freqtrade.data.dataprovider - INFO - Loading data for ETH/USDT 3m from 2025-01-06 21:30:00 to 2025-04-15 00:00:00
|
||||
/freqtrade/templates/OKXRegressionStrategy.py:246: FutureWarning: DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.
|
||||
dataframe = dataframe.fillna(method="ffill").fillna(0)
|
||||
/freqtrade/templates/OKXRegressionStrategy.py:246: FutureWarning: DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.
|
||||
dataframe = dataframe.fillna(method="ffill").fillna(0)
|
||||
2025-05-04 11:40:45,045 - freqtrade.freqai.freqai_interface - INFO - Could not find model at /freqtrade/user_data/models/test175/sub-train-OKB_1743984000/cb_okb_1743984000
|
||||
2025-05-04 11:40:45,046 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Starting training OKB/USDT --------------------
|
||||
2025-05-04 11:40:45,176 - freqtrade.freqai.data_kitchen - INFO - OKB/USDT: dropped 0 training points due to NaNs in populated dataset 43200.
|
||||
2025-05-04 11:40:45,176 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Training on data from 2025-01-07 to 2025-04-06 --------------------
|
||||
2025-05-04 11:40:45,233 - datasieve.pipeline - INFO - VarianceThreshold will remove 1 features from the dataset.on transform. ['%-hour_of_day']
|
||||
2025-05-04 11:40:45,285 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 181 features
|
||||
2025-05-04 11:40:45,285 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 34560 data points
|
||||
2025-05-04 11:58:41,469 - freqtrade.freqai.freqai_interface - INFO - Could not find model at /freqtrade/user_data/models/test175/sub-train-OKB_1743984000/cb_okb_1743984000
|
||||
2025-05-04 11:58:41,470 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Starting training OKB/USDT --------------------
|
||||
2025-05-04 11:58:41,593 - freqtrade.freqai.data_kitchen - INFO - OKB/USDT: dropped 0 training points due to NaNs in populated dataset 43200.
|
||||
2025-05-04 11:58:41,594 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Training on data from 2025-01-07 to 2025-04-06 --------------------
|
||||
2025-05-04 11:58:41,650 - datasieve.pipeline - INFO - VarianceThreshold will remove 1 features from the dataset.on transform. ['%-hour_of_day']
|
||||
2025-05-04 11:58:41,702 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 181 features
|
||||
2025-05-04 11:58:41,702 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 34560 data points
|
||||
[99] validation_0-rmse:0.09103 validation_1-rmse:0.09003
|
||||
2025-05-04 11:42:53,857 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Done training OKB/USDT (128.81 secs) --------------------
|
||||
2025-05-04 11:42:54,083 - freqtrade.plot.plotting - INFO - Stored plot as /freqtrade/user_data/models/test175/sub-train-OKB_1743984000/cb_okb_1743984000--s_close.html
|
||||
2025-05-04 11:42:54,084 - freqtrade.freqai.freqai_interface - INFO - Saving metadata to disk.
|
||||
2025-05-04 11:42:54,146 - datasieve.pipeline - WARNING - Could not find step di in pipeline, returning None
|
||||
2025-05-04 11:42:54,238 - freqtrade.freqai.freqai_interface - INFO - Training 1 timeranges
|
||||
2025-05-04 11:42:54,239 - freqtrade.freqai.freqai_interface - INFO - Training TON/USDT, 2/2 pairs from 2025-01-07 00:00:00 to 2025-04-07 00:00:00, 1/1 trains
|
||||
2025-05-04 11:42:54,239 - freqtrade.freqai.data_kitchen - INFO - Could not find backtesting prediction file at
|
||||
2025-05-04 11:59:48,077 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Done training OKB/USDT (66.61 secs) --------------------
|
||||
2025-05-04 11:59:48,295 - freqtrade.plot.plotting - INFO - Stored plot as /freqtrade/user_data/models/test175/sub-train-OKB_1743984000/cb_okb_1743984000--s_close.html
|
||||
2025-05-04 11:59:48,295 - freqtrade.freqai.freqai_interface - INFO - Saving metadata to disk.
|
||||
2025-05-04 11:59:48,357 - datasieve.pipeline - WARNING - Could not find step di in pipeline, returning None
|
||||
2025-05-04 11:59:48,442 - freqtrade.freqai.freqai_interface - INFO - Training 1 timeranges
|
||||
2025-05-04 11:59:48,443 - freqtrade.freqai.freqai_interface - INFO - Training TON/USDT, 2/2 pairs from 2025-01-07 00:00:00 to 2025-04-07 00:00:00, 1/1 trains
|
||||
2025-05-04 11:59:48,444 - freqtrade.freqai.data_kitchen - INFO - Could not find backtesting prediction file at
|
||||
/freqtrade/user_data/models/test175/backtesting_predictions/cb_ton_1743984000_prediction.feather
|
||||
/freqtrade/templates/OKXRegressionStrategy.py:246: FutureWarning:
|
||||
|
||||
@ -115,20 +115,20 @@ DataFrame.fillna with 'method' is deprecated and will raise in a future version.
|
||||
|
||||
DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.
|
||||
|
||||
2025-05-04 11:43:00,429 - freqtrade.freqai.freqai_interface - INFO - Could not find model at /freqtrade/user_data/models/test175/sub-train-TON_1743984000/cb_ton_1743984000
|
||||
2025-05-04 11:43:00,429 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Starting training TON/USDT --------------------
|
||||
2025-05-04 11:43:00,548 - freqtrade.freqai.data_kitchen - INFO - TON/USDT: dropped 0 training points due to NaNs in populated dataset 43200.
|
||||
2025-05-04 11:43:00,549 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Training on data from 2025-01-07 to 2025-04-06 --------------------
|
||||
2025-05-04 11:43:00,606 - datasieve.pipeline - INFO - VarianceThreshold will remove 1 features from the dataset.on transform. ['%-hour_of_day']
|
||||
2025-05-04 11:43:00,657 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 181 features
|
||||
2025-05-04 11:43:00,658 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 34560 data points
|
||||
2025-05-04 11:59:54,567 - freqtrade.freqai.freqai_interface - INFO - Could not find model at /freqtrade/user_data/models/test175/sub-train-TON_1743984000/cb_ton_1743984000
|
||||
2025-05-04 11:59:54,568 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Starting training TON/USDT --------------------
|
||||
2025-05-04 11:59:54,684 - freqtrade.freqai.data_kitchen - INFO - TON/USDT: dropped 0 training points due to NaNs in populated dataset 43200.
|
||||
2025-05-04 11:59:54,685 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Training on data from 2025-01-07 to 2025-04-06 --------------------
|
||||
2025-05-04 11:59:54,741 - datasieve.pipeline - INFO - VarianceThreshold will remove 1 features from the dataset.on transform. ['%-hour_of_day']
|
||||
2025-05-04 11:59:54,791 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 181 features
|
||||
2025-05-04 11:59:54,791 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 34560 data points
|
||||
[99] validation_0-rmse:0.12193 validation_1-rmse:0.12248
|
||||
2025-05-04 11:46:04,560 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Done training TON/USDT (184.13 secs) --------------------
|
||||
2025-05-04 11:46:04,595 - freqtrade.plot.plotting - INFO - Stored plot as /freqtrade/user_data/models/test175/sub-train-TON_1743984000/cb_ton_1743984000--s_close.html
|
||||
2025-05-04 11:46:04,596 - freqtrade.freqai.freqai_interface - INFO - Saving metadata to disk.
|
||||
2025-05-04 11:46:04,661 - datasieve.pipeline - WARNING - Could not find step di in pipeline, returning None
|
||||
2025-05-04 11:46:04,744 - freqtrade.optimize.backtesting - INFO - Backtesting with data from 2025-04-07 00:00:00 up to 2025-04-15 00:00:00 (8 days).
|
||||
2025-05-04 11:46:04,935 - freqtrade.misc - INFO - dumping json to "/freqtrade/user_data/backtest_results/backtest-result-2025-05-04_11-46-04.meta.json"
|
||||
2025-05-04 12:01:00,801 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Done training TON/USDT (66.23 secs) --------------------
|
||||
2025-05-04 12:01:00,836 - freqtrade.plot.plotting - INFO - Stored plot as /freqtrade/user_data/models/test175/sub-train-TON_1743984000/cb_ton_1743984000--s_close.html
|
||||
2025-05-04 12:01:00,836 - freqtrade.freqai.freqai_interface - INFO - Saving metadata to disk.
|
||||
2025-05-04 12:01:00,894 - datasieve.pipeline - WARNING - Could not find step di in pipeline, returning None
|
||||
2025-05-04 12:01:00,976 - freqtrade.optimize.backtesting - INFO - Backtesting with data from 2025-04-07 00:00:00 up to 2025-04-15 00:00:00 (8 days).
|
||||
2025-05-04 12:01:01,168 - freqtrade.misc - INFO - dumping json to "/freqtrade/user_data/backtest_results/backtest-result-2025-05-04_12-01-01.meta.json"
|
||||
Result for strategy OKXRegressionStrategy
|
||||
BACKTESTING REPORT
|
||||
┏━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓
|
||||
|
||||
File diff suppressed because one or more lines are too long
@ -1 +1 @@
|
||||
{"OKXRegressionStrategy":{"run_id":"203132ae0c5df1caf5c9fd1791d1721147fe4890","backtest_start_time":1746358836,"timeframe":"3m","timeframe_detail":null,"backtest_start_ts":1743984000,"backtest_end_ts":1744675200}}
|
||||
{"OKXRegressionStrategy":{"run_id":"203132ae0c5df1caf5c9fd1791d1721147fe4890","backtest_start_time":1746359913,"timeframe":"3m","timeframe_detail":null,"backtest_start_ts":1743984000,"backtest_end_ts":1744675200}}
|
||||
@ -1,111 +1,111 @@
|
||||
Creating freqtrade_freqtrade_run ...
|
||||
Creating freqtrade_freqtrade_run ... done
|
||||
2025-05-04 11:40:32,235 - freqtrade - INFO - freqtrade docker-2025.4-dev-23e4943b
|
||||
2025-05-04 11:40:32,439 - numexpr.utils - INFO - NumExpr defaulting to 12 threads.
|
||||
2025-05-04 11:40:33,890 - freqtrade.configuration.load_config - INFO - Using config: /freqtrade/config_examples/config_freqai.okx.json ...
|
||||
2025-05-04 11:40:33,893 - freqtrade.loggers - INFO - Enabling colorized output.
|
||||
2025-05-04 11:40:33,893 - root - INFO - Logfile configured
|
||||
2025-05-04 11:40:33,893 - freqtrade.loggers - INFO - Verbosity set to 0
|
||||
2025-05-04 11:40:33,894 - freqtrade.configuration.configuration - INFO - Using additional Strategy lookup path: /freqtrade/templates
|
||||
2025-05-04 11:40:33,894 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 4 ...
|
||||
2025-05-04 11:40:33,894 - freqtrade.configuration.configuration - INFO - Parameter --fee detected, setting fee to: 0.0008 ...
|
||||
2025-05-04 11:40:33,895 - freqtrade.configuration.configuration - INFO - Parameter --timerange detected: 20250407-20250415 ...
|
||||
2025-05-04 11:40:33,920 - freqtrade.configuration.configuration - INFO - Using user-data directory: /freqtrade/user_data ...
|
||||
2025-05-04 11:40:33,921 - freqtrade.configuration.configuration - INFO - Using data directory: /freqtrade/user_data/data/okx ...
|
||||
2025-05-04 11:40:33,921 - freqtrade.configuration.configuration - INFO - Parameter --cache=none detected ...
|
||||
2025-05-04 11:40:33,921 - freqtrade.configuration.configuration - INFO - Filter trades by timerange: 20250407-20250415
|
||||
2025-05-04 11:40:33,922 - freqtrade.configuration.configuration - INFO - Using freqaimodel class name: XGBoostRegressor
|
||||
2025-05-04 11:40:33,923 - freqtrade.exchange.check_exchange - INFO - Checking exchange...
|
||||
2025-05-04 11:40:33,929 - freqtrade.exchange.check_exchange - INFO - Exchange "okx" is officially supported by the Freqtrade development team.
|
||||
2025-05-04 11:40:33,929 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration.
|
||||
2025-05-04 11:40:33,930 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
|
||||
2025-05-04 11:40:33,932 - freqtrade.commands.optimize_commands - INFO - Starting freqtrade in Backtesting mode
|
||||
2025-05-04 11:40:33,932 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled
|
||||
2025-05-04 11:40:33,933 - freqtrade.exchange.exchange - INFO - Using CCXT 4.4.77
|
||||
2025-05-04 11:40:33,933 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'enableRateLimit': True, 'rateLimit': 500, 'options': {'defaultType': 'spot'}}
|
||||
2025-05-04 11:40:33,938 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'enableRateLimit': True, 'rateLimit': 500, 'options': {'defaultType': 'spot'}, 'timeout': 20000}
|
||||
2025-05-04 11:40:33,944 - freqtrade.exchange.exchange - INFO - Using Exchange "OKX"
|
||||
2025-05-04 11:40:36,494 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Okx'...
|
||||
2025-05-04 11:40:36,548 - freqtrade.resolvers.iresolver - INFO - Using resolved strategy OKXRegressionStrategy from '/freqtrade/templates/OKXRegressionStrategy.py'...
|
||||
2025-05-04 11:40:36,549 - freqtrade.strategy.hyper - INFO - Found no parameter file.
|
||||
2025-05-04 11:40:36,549 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'timeframe' with value in config file: 3m.
|
||||
2025-05-04 11:40:36,550 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stoploss' with value in config file: -0.05.
|
||||
2025-05-04 11:40:36,550 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_currency' with value in config file: USDT.
|
||||
2025-05-04 11:40:36,550 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_amount' with value in config file: 150.
|
||||
2025-05-04 11:40:36,551 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'startup_candle_count' with value in config file: 30.
|
||||
2025-05-04 11:40:36,551 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'unfilledtimeout' with value in config file: {'entry': 5, 'exit': 15, 'exit_timeout_count': 0, 'unit':
|
||||
2025-05-04 11:58:28,633 - freqtrade - INFO - freqtrade docker-2025.4-dev-23e4943b
|
||||
2025-05-04 11:58:28,848 - numexpr.utils - INFO - NumExpr defaulting to 12 threads.
|
||||
2025-05-04 11:58:30,260 - freqtrade.configuration.load_config - INFO - Using config: /freqtrade/config_examples/config_freqai.okx.json ...
|
||||
2025-05-04 11:58:30,262 - freqtrade.loggers - INFO - Enabling colorized output.
|
||||
2025-05-04 11:58:30,263 - root - INFO - Logfile configured
|
||||
2025-05-04 11:58:30,263 - freqtrade.loggers - INFO - Verbosity set to 0
|
||||
2025-05-04 11:58:30,264 - freqtrade.configuration.configuration - INFO - Using additional Strategy lookup path: /freqtrade/templates
|
||||
2025-05-04 11:58:30,264 - freqtrade.configuration.configuration - INFO - Using max_open_trades: 4 ...
|
||||
2025-05-04 11:58:30,265 - freqtrade.configuration.configuration - INFO - Parameter --fee detected, setting fee to: 0.0008 ...
|
||||
2025-05-04 11:58:30,265 - freqtrade.configuration.configuration - INFO - Parameter --timerange detected: 20250407-20250415 ...
|
||||
2025-05-04 11:58:30,301 - freqtrade.configuration.configuration - INFO - Using user-data directory: /freqtrade/user_data ...
|
||||
2025-05-04 11:58:30,302 - freqtrade.configuration.configuration - INFO - Using data directory: /freqtrade/user_data/data/okx ...
|
||||
2025-05-04 11:58:30,302 - freqtrade.configuration.configuration - INFO - Parameter --cache=none detected ...
|
||||
2025-05-04 11:58:30,303 - freqtrade.configuration.configuration - INFO - Filter trades by timerange: 20250407-20250415
|
||||
2025-05-04 11:58:30,303 - freqtrade.configuration.configuration - INFO - Using freqaimodel class name: XGBoostRegressor
|
||||
2025-05-04 11:58:30,304 - freqtrade.exchange.check_exchange - INFO - Checking exchange...
|
||||
2025-05-04 11:58:30,311 - freqtrade.exchange.check_exchange - INFO - Exchange "okx" is officially supported by the Freqtrade development team.
|
||||
2025-05-04 11:58:30,311 - freqtrade.configuration.configuration - INFO - Using pairlist from configuration.
|
||||
2025-05-04 11:58:30,312 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
|
||||
2025-05-04 11:58:30,314 - freqtrade.commands.optimize_commands - INFO - Starting freqtrade in Backtesting mode
|
||||
2025-05-04 11:58:30,314 - freqtrade.exchange.exchange - INFO - Instance is running with dry_run enabled
|
||||
2025-05-04 11:58:30,315 - freqtrade.exchange.exchange - INFO - Using CCXT 4.4.77
|
||||
2025-05-04 11:58:30,315 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'enableRateLimit': True, 'rateLimit': 500, 'options': {'defaultType': 'spot'}}
|
||||
2025-05-04 11:58:30,320 - freqtrade.exchange.exchange - INFO - Applying additional ccxt config: {'enableRateLimit': True, 'rateLimit': 500, 'options': {'defaultType': 'spot'}, 'timeout': 20000}
|
||||
2025-05-04 11:58:30,326 - freqtrade.exchange.exchange - INFO - Using Exchange "OKX"
|
||||
2025-05-04 11:58:32,974 - freqtrade.resolvers.exchange_resolver - INFO - Using resolved exchange 'Okx'...
|
||||
2025-05-04 11:58:33,028 - freqtrade.resolvers.iresolver - INFO - Using resolved strategy OKXRegressionStrategy from '/freqtrade/templates/OKXRegressionStrategy.py'...
|
||||
2025-05-04 11:58:33,028 - freqtrade.strategy.hyper - INFO - Found no parameter file.
|
||||
2025-05-04 11:58:33,029 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'timeframe' with value in config file: 3m.
|
||||
2025-05-04 11:58:33,029 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stoploss' with value in config file: -0.05.
|
||||
2025-05-04 11:58:33,030 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_currency' with value in config file: USDT.
|
||||
2025-05-04 11:58:33,030 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'stake_amount' with value in config file: 150.
|
||||
2025-05-04 11:58:33,030 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'startup_candle_count' with value in config file: 30.
|
||||
2025-05-04 11:58:33,031 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'unfilledtimeout' with value in config file: {'entry': 5, 'exit': 15, 'exit_timeout_count': 0, 'unit':
|
||||
'minutes'}.
|
||||
2025-05-04 11:40:36,551 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'max_open_trades' with value in config file: 4.
|
||||
2025-05-04 11:40:36,552 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using minimal_roi: {}
|
||||
2025-05-04 11:40:36,552 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using timeframe: 3m
|
||||
2025-05-04 11:40:36,552 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stoploss: -0.05
|
||||
2025-05-04 11:40:36,553 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop: True
|
||||
2025-05-04 11:40:36,553 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive: 0.01
|
||||
2025-05-04 11:40:36,553 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive_offset: 0.0
|
||||
2025-05-04 11:40:36,554 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_only_offset_is_reached: False
|
||||
2025-05-04 11:40:36,554 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_custom_stoploss: False
|
||||
2025-05-04 11:40:36,554 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using process_only_new_candles: True
|
||||
2025-05-04 11:40:36,555 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_types: {'entry': 'limit', 'exit': 'limit', 'stoploss': 'limit', 'stoploss_on_exchange': False,
|
||||
2025-05-04 11:58:33,031 - freqtrade.resolvers.strategy_resolver - INFO - Override strategy 'max_open_trades' with value in config file: 4.
|
||||
2025-05-04 11:58:33,031 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using minimal_roi: {}
|
||||
2025-05-04 11:58:33,031 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using timeframe: 3m
|
||||
2025-05-04 11:58:33,032 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stoploss: -0.05
|
||||
2025-05-04 11:58:33,032 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop: True
|
||||
2025-05-04 11:58:33,032 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive: 0.01
|
||||
2025-05-04 11:58:33,033 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_stop_positive_offset: 0.0
|
||||
2025-05-04 11:58:33,033 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using trailing_only_offset_is_reached: False
|
||||
2025-05-04 11:58:33,033 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_custom_stoploss: False
|
||||
2025-05-04 11:58:33,034 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using process_only_new_candles: True
|
||||
2025-05-04 11:58:33,034 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_types: {'entry': 'limit', 'exit': 'limit', 'stoploss': 'limit', 'stoploss_on_exchange': False,
|
||||
'stoploss_on_exchange_interval': 60}
|
||||
2025-05-04 11:40:36,555 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_time_in_force: {'entry': 'GTC', 'exit': 'GTC'}
|
||||
2025-05-04 11:40:36,555 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_currency: USDT
|
||||
2025-05-04 11:40:36,556 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_amount: 150
|
||||
2025-05-04 11:40:36,556 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using startup_candle_count: 30
|
||||
2025-05-04 11:40:36,556 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using unfilledtimeout: {'entry': 5, 'exit': 15, 'exit_timeout_count': 0, 'unit': 'minutes'}
|
||||
2025-05-04 11:40:36,557 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_exit_signal: True
|
||||
2025-05-04 11:40:36,557 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_only: False
|
||||
2025-05-04 11:40:36,557 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_roi_if_entry_signal: False
|
||||
2025-05-04 11:40:36,558 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_offset: 0.0
|
||||
2025-05-04 11:40:36,558 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using disable_dataframe_checks: False
|
||||
2025-05-04 11:40:36,558 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_buying_expired_candle_after: 0
|
||||
2025-05-04 11:40:36,559 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using position_adjustment_enable: False
|
||||
2025-05-04 11:40:36,559 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_entry_position_adjustment: -1
|
||||
2025-05-04 11:40:36,559 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_open_trades: 4
|
||||
2025-05-04 11:40:36,560 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
|
||||
2025-05-04 11:40:36,563 - freqtrade.resolvers.iresolver - INFO - Using resolved pairlist StaticPairList from '/freqtrade/freqtrade/plugins/pairlist/StaticPairList.py'...
|
||||
2025-05-04 11:40:36,569 - freqtrade.optimize.backtesting - INFO - Using fee 0.0800% from config.
|
||||
2025-05-04 11:40:36,570 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:40:36,570 - freqtrade.data.history.history_utils - INFO - Using indicator startup period: 43250 ...
|
||||
2025-05-04 11:40:36,708 - freqtrade.optimize.backtesting - INFO - Loading data from 2025-01-06 21:30:00 up to 2025-04-15 00:00:00 (98 days).
|
||||
2025-05-04 11:40:36,708 - freqtrade.optimize.backtesting - INFO - Dataload complete. Calculating indicators
|
||||
2025-05-04 11:40:36,709 - freqtrade.optimize.backtesting - INFO - Running backtesting for Strategy OKXRegressionStrategy
|
||||
2025-05-04 11:40:38,275 - matplotlib.font_manager - INFO - generated new fontManager
|
||||
2025-05-04 11:40:38,479 - freqtrade.resolvers.iresolver - INFO - Using resolved freqaimodel XGBoostRegressor from '/freqtrade/freqtrade/freqai/prediction_models/XGBoostRegressor.py'...
|
||||
2025-05-04 11:40:38,480 - freqtrade.freqai.data_drawer - INFO - Could not find existing datadrawer, starting from scratch
|
||||
2025-05-04 11:40:38,481 - freqtrade.freqai.data_drawer - INFO - Could not find existing historic_predictions, starting from scratch
|
||||
2025-05-04 11:40:38,481 - freqtrade.freqai.freqai_interface - INFO - Set fresh train queue from whitelist. Queue: ['OKB/USDT', 'TON/USDT']
|
||||
2025-05-04 11:40:38,482 - freqtrade.strategy.hyper - INFO - No params for buy found, using default values.
|
||||
2025-05-04 11:40:38,482 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_period = 14
|
||||
2025-05-04 11:40:38,483 - freqtrade.strategy.hyper - INFO - No params for sell found, using default values.
|
||||
2025-05-04 11:40:38,483 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_multiplier = 2.0
|
||||
2025-05-04 11:40:38,483 - freqtrade.strategy.hyper - INFO - No params for protection found, using default values.
|
||||
2025-05-04 11:40:38,489 - freqtrade.freqai.freqai_interface - INFO - Training 1 timeranges
|
||||
2025-05-04 11:40:38,491 - freqtrade.freqai.freqai_interface - INFO - Training OKB/USDT, 1/2 pairs from 2025-01-07 00:00:00 to 2025-04-07 00:00:00, 1/1 trains
|
||||
2025-05-04 11:40:38,491 - freqtrade.freqai.data_kitchen - INFO - Could not find backtesting prediction file at
|
||||
2025-05-04 11:58:33,034 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using order_time_in_force: {'entry': 'GTC', 'exit': 'GTC'}
|
||||
2025-05-04 11:58:33,034 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_currency: USDT
|
||||
2025-05-04 11:58:33,035 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using stake_amount: 150
|
||||
2025-05-04 11:58:33,035 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using startup_candle_count: 30
|
||||
2025-05-04 11:58:33,035 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using unfilledtimeout: {'entry': 5, 'exit': 15, 'exit_timeout_count': 0, 'unit': 'minutes'}
|
||||
2025-05-04 11:58:33,036 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using use_exit_signal: True
|
||||
2025-05-04 11:58:33,036 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_only: False
|
||||
2025-05-04 11:58:33,036 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_roi_if_entry_signal: False
|
||||
2025-05-04 11:58:33,036 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using exit_profit_offset: 0.0
|
||||
2025-05-04 11:58:33,037 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using disable_dataframe_checks: False
|
||||
2025-05-04 11:58:33,037 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using ignore_buying_expired_candle_after: 0
|
||||
2025-05-04 11:58:33,037 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using position_adjustment_enable: False
|
||||
2025-05-04 11:58:33,037 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_entry_position_adjustment: -1
|
||||
2025-05-04 11:58:33,038 - freqtrade.resolvers.strategy_resolver - INFO - Strategy using max_open_trades: 4
|
||||
2025-05-04 11:58:33,038 - freqtrade.configuration.config_validation - INFO - Validating configuration ...
|
||||
2025-05-04 11:58:33,042 - freqtrade.resolvers.iresolver - INFO - Using resolved pairlist StaticPairList from '/freqtrade/freqtrade/plugins/pairlist/StaticPairList.py'...
|
||||
2025-05-04 11:58:33,048 - freqtrade.optimize.backtesting - INFO - Using fee 0.0800% from config.
|
||||
2025-05-04 11:58:33,049 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:58:33,049 - freqtrade.data.history.history_utils - INFO - Using indicator startup period: 43250 ...
|
||||
2025-05-04 11:58:33,197 - freqtrade.optimize.backtesting - INFO - Loading data from 2025-01-06 21:30:00 up to 2025-04-15 00:00:00 (98 days).
|
||||
2025-05-04 11:58:33,197 - freqtrade.optimize.backtesting - INFO - Dataload complete. Calculating indicators
|
||||
2025-05-04 11:58:33,198 - freqtrade.optimize.backtesting - INFO - Running backtesting for Strategy OKXRegressionStrategy
|
||||
2025-05-04 11:58:34,759 - matplotlib.font_manager - INFO - generated new fontManager
|
||||
2025-05-04 11:58:34,966 - freqtrade.resolvers.iresolver - INFO - Using resolved freqaimodel XGBoostRegressor from '/freqtrade/freqtrade/freqai/prediction_models/XGBoostRegressor.py'...
|
||||
2025-05-04 11:58:34,966 - freqtrade.freqai.data_drawer - INFO - Could not find existing datadrawer, starting from scratch
|
||||
2025-05-04 11:58:34,967 - freqtrade.freqai.data_drawer - INFO - Could not find existing historic_predictions, starting from scratch
|
||||
2025-05-04 11:58:34,967 - freqtrade.freqai.freqai_interface - INFO - Set fresh train queue from whitelist. Queue: ['OKB/USDT', 'TON/USDT']
|
||||
2025-05-04 11:58:34,968 - freqtrade.strategy.hyper - INFO - No params for buy found, using default values.
|
||||
2025-05-04 11:58:34,968 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_period = 14
|
||||
2025-05-04 11:58:34,969 - freqtrade.strategy.hyper - INFO - No params for sell found, using default values.
|
||||
2025-05-04 11:58:34,969 - freqtrade.strategy.hyper - INFO - Strategy Parameter(default): atr_multiplier = 2.0
|
||||
2025-05-04 11:58:34,970 - freqtrade.strategy.hyper - INFO - No params for protection found, using default values.
|
||||
2025-05-04 11:58:34,975 - freqtrade.freqai.freqai_interface - INFO - Training 1 timeranges
|
||||
2025-05-04 11:58:34,976 - freqtrade.freqai.freqai_interface - INFO - Training OKB/USDT, 1/2 pairs from 2025-01-07 00:00:00 to 2025-04-07 00:00:00, 1/1 trains
|
||||
2025-05-04 11:58:34,977 - freqtrade.freqai.data_kitchen - INFO - Could not find backtesting prediction file at
|
||||
/freqtrade/user_data/models/test175/backtesting_predictions/cb_okb_1743984000_prediction.feather
|
||||
2025-05-04 11:40:38,746 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:40:38,746 - freqtrade.data.dataprovider - INFO - Loading data for BTC/USDT 3m from 2025-01-06 21:30:00 to 2025-04-15 00:00:00
|
||||
2025-05-04 11:40:38,944 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:40:38,945 - freqtrade.data.dataprovider - INFO - Loading data for ETH/USDT 3m from 2025-01-06 21:30:00 to 2025-04-15 00:00:00
|
||||
2025-05-04 11:58:35,224 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:58:35,224 - freqtrade.data.dataprovider - INFO - Loading data for BTC/USDT 3m from 2025-01-06 21:30:00 to 2025-04-15 00:00:00
|
||||
2025-05-04 11:58:35,416 - freqtrade.data.dataprovider - INFO - Increasing startup_candle_count for freqai on 3m to 43250
|
||||
2025-05-04 11:58:35,417 - freqtrade.data.dataprovider - INFO - Loading data for ETH/USDT 3m from 2025-01-06 21:30:00 to 2025-04-15 00:00:00
|
||||
/freqtrade/templates/OKXRegressionStrategy.py:246: FutureWarning: DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.
|
||||
dataframe = dataframe.fillna(method="ffill").fillna(0)
|
||||
/freqtrade/templates/OKXRegressionStrategy.py:246: FutureWarning: DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.
|
||||
dataframe = dataframe.fillna(method="ffill").fillna(0)
|
||||
2025-05-04 11:40:45,045 - freqtrade.freqai.freqai_interface - INFO - Could not find model at /freqtrade/user_data/models/test175/sub-train-OKB_1743984000/cb_okb_1743984000
|
||||
2025-05-04 11:40:45,046 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Starting training OKB/USDT --------------------
|
||||
2025-05-04 11:40:45,176 - freqtrade.freqai.data_kitchen - INFO - OKB/USDT: dropped 0 training points due to NaNs in populated dataset 43200.
|
||||
2025-05-04 11:40:45,176 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Training on data from 2025-01-07 to 2025-04-06 --------------------
|
||||
2025-05-04 11:40:45,233 - datasieve.pipeline - INFO - VarianceThreshold will remove 1 features from the dataset.on transform. ['%-hour_of_day']
|
||||
2025-05-04 11:40:45,285 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 181 features
|
||||
2025-05-04 11:40:45,285 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 34560 data points
|
||||
2025-05-04 11:58:41,469 - freqtrade.freqai.freqai_interface - INFO - Could not find model at /freqtrade/user_data/models/test175/sub-train-OKB_1743984000/cb_okb_1743984000
|
||||
2025-05-04 11:58:41,470 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Starting training OKB/USDT --------------------
|
||||
2025-05-04 11:58:41,593 - freqtrade.freqai.data_kitchen - INFO - OKB/USDT: dropped 0 training points due to NaNs in populated dataset 43200.
|
||||
2025-05-04 11:58:41,594 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Training on data from 2025-01-07 to 2025-04-06 --------------------
|
||||
2025-05-04 11:58:41,650 - datasieve.pipeline - INFO - VarianceThreshold will remove 1 features from the dataset.on transform. ['%-hour_of_day']
|
||||
2025-05-04 11:58:41,702 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 181 features
|
||||
2025-05-04 11:58:41,702 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 34560 data points
|
||||
[99] validation_0-rmse:0.09103 validation_1-rmse:0.09003
|
||||
2025-05-04 11:42:53,857 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Done training OKB/USDT (128.81 secs) --------------------
|
||||
2025-05-04 11:42:54,083 - freqtrade.plot.plotting - INFO - Stored plot as /freqtrade/user_data/models/test175/sub-train-OKB_1743984000/cb_okb_1743984000--s_close.html
|
||||
2025-05-04 11:42:54,084 - freqtrade.freqai.freqai_interface - INFO - Saving metadata to disk.
|
||||
2025-05-04 11:42:54,146 - datasieve.pipeline - WARNING - Could not find step di in pipeline, returning None
|
||||
2025-05-04 11:42:54,238 - freqtrade.freqai.freqai_interface - INFO - Training 1 timeranges
|
||||
2025-05-04 11:42:54,239 - freqtrade.freqai.freqai_interface - INFO - Training TON/USDT, 2/2 pairs from 2025-01-07 00:00:00 to 2025-04-07 00:00:00, 1/1 trains
|
||||
2025-05-04 11:42:54,239 - freqtrade.freqai.data_kitchen - INFO - Could not find backtesting prediction file at
|
||||
2025-05-04 11:59:48,077 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Done training OKB/USDT (66.61 secs) --------------------
|
||||
2025-05-04 11:59:48,295 - freqtrade.plot.plotting - INFO - Stored plot as /freqtrade/user_data/models/test175/sub-train-OKB_1743984000/cb_okb_1743984000--s_close.html
|
||||
2025-05-04 11:59:48,295 - freqtrade.freqai.freqai_interface - INFO - Saving metadata to disk.
|
||||
2025-05-04 11:59:48,357 - datasieve.pipeline - WARNING - Could not find step di in pipeline, returning None
|
||||
2025-05-04 11:59:48,442 - freqtrade.freqai.freqai_interface - INFO - Training 1 timeranges
|
||||
2025-05-04 11:59:48,443 - freqtrade.freqai.freqai_interface - INFO - Training TON/USDT, 2/2 pairs from 2025-01-07 00:00:00 to 2025-04-07 00:00:00, 1/1 trains
|
||||
2025-05-04 11:59:48,444 - freqtrade.freqai.data_kitchen - INFO - Could not find backtesting prediction file at
|
||||
/freqtrade/user_data/models/test175/backtesting_predictions/cb_ton_1743984000_prediction.feather
|
||||
/freqtrade/templates/OKXRegressionStrategy.py:246: FutureWarning:
|
||||
|
||||
@ -115,20 +115,20 @@ DataFrame.fillna with 'method' is deprecated and will raise in a future version.
|
||||
|
||||
DataFrame.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.
|
||||
|
||||
2025-05-04 11:43:00,429 - freqtrade.freqai.freqai_interface - INFO - Could not find model at /freqtrade/user_data/models/test175/sub-train-TON_1743984000/cb_ton_1743984000
|
||||
2025-05-04 11:43:00,429 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Starting training TON/USDT --------------------
|
||||
2025-05-04 11:43:00,548 - freqtrade.freqai.data_kitchen - INFO - TON/USDT: dropped 0 training points due to NaNs in populated dataset 43200.
|
||||
2025-05-04 11:43:00,549 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Training on data from 2025-01-07 to 2025-04-06 --------------------
|
||||
2025-05-04 11:43:00,606 - datasieve.pipeline - INFO - VarianceThreshold will remove 1 features from the dataset.on transform. ['%-hour_of_day']
|
||||
2025-05-04 11:43:00,657 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 181 features
|
||||
2025-05-04 11:43:00,658 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 34560 data points
|
||||
2025-05-04 11:59:54,567 - freqtrade.freqai.freqai_interface - INFO - Could not find model at /freqtrade/user_data/models/test175/sub-train-TON_1743984000/cb_ton_1743984000
|
||||
2025-05-04 11:59:54,568 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Starting training TON/USDT --------------------
|
||||
2025-05-04 11:59:54,684 - freqtrade.freqai.data_kitchen - INFO - TON/USDT: dropped 0 training points due to NaNs in populated dataset 43200.
|
||||
2025-05-04 11:59:54,685 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Training on data from 2025-01-07 to 2025-04-06 --------------------
|
||||
2025-05-04 11:59:54,741 - datasieve.pipeline - INFO - VarianceThreshold will remove 1 features from the dataset.on transform. ['%-hour_of_day']
|
||||
2025-05-04 11:59:54,791 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 181 features
|
||||
2025-05-04 11:59:54,791 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - Training model on 34560 data points
|
||||
[99] validation_0-rmse:0.12193 validation_1-rmse:0.12248
|
||||
2025-05-04 11:46:04,560 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Done training TON/USDT (184.13 secs) --------------------
|
||||
2025-05-04 11:46:04,595 - freqtrade.plot.plotting - INFO - Stored plot as /freqtrade/user_data/models/test175/sub-train-TON_1743984000/cb_ton_1743984000--s_close.html
|
||||
2025-05-04 11:46:04,596 - freqtrade.freqai.freqai_interface - INFO - Saving metadata to disk.
|
||||
2025-05-04 11:46:04,661 - datasieve.pipeline - WARNING - Could not find step di in pipeline, returning None
|
||||
2025-05-04 11:46:04,744 - freqtrade.optimize.backtesting - INFO - Backtesting with data from 2025-04-07 00:00:00 up to 2025-04-15 00:00:00 (8 days).
|
||||
2025-05-04 11:46:04,935 - freqtrade.misc - INFO - dumping json to "/freqtrade/user_data/backtest_results/backtest-result-2025-05-04_11-46-04.meta.json"
|
||||
2025-05-04 12:01:00,801 - freqtrade.freqai.base_models.BaseRegressionModel - INFO - -------------------- Done training TON/USDT (66.23 secs) --------------------
|
||||
2025-05-04 12:01:00,836 - freqtrade.plot.plotting - INFO - Stored plot as /freqtrade/user_data/models/test175/sub-train-TON_1743984000/cb_ton_1743984000--s_close.html
|
||||
2025-05-04 12:01:00,836 - freqtrade.freqai.freqai_interface - INFO - Saving metadata to disk.
|
||||
2025-05-04 12:01:00,894 - datasieve.pipeline - WARNING - Could not find step di in pipeline, returning None
|
||||
2025-05-04 12:01:00,976 - freqtrade.optimize.backtesting - INFO - Backtesting with data from 2025-04-07 00:00:00 up to 2025-04-15 00:00:00 (8 days).
|
||||
2025-05-04 12:01:01,168 - freqtrade.misc - INFO - dumping json to "/freqtrade/user_data/backtest_results/backtest-result-2025-05-04_12-01-01.meta.json"
|
||||
Result for strategy OKXRegressionStrategy
|
||||
BACKTESTING REPORT
|
||||
┏━━━━━━━━━━┳━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┓
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user