myTestFreqAI/config_examples/live_XGBoostRegressorMultiTarget.json
2026-02-14 21:11:07 +08:00

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{
"dryrun": false,
"exchange": {
"name": "okx",
"key": "cbda9fde-b9e3-4a2d-94f9-e5c3705dfb5c",
"secret": "CD3B7DB459CBBD540E0926E5C48150E1",
"password": "c^-d:g;P2S9?Q#^",
"enable_strategy_log": true,
"enable_ws": false,
"ccxt_config": {
"enableRateLimit": true,
"rateLimit": 500,
"options": {
"defaultType": "spot"
}
},
"ccxt_async_config": {
"enableRateLimit": true,
"rateLimit": 3000,
"timeout": 20000
},
"pair_whitelist": [
"ADA/USDT",
"AVAX/USDT",
"BNB/USDT",
"BTC/USDT",
"DOGE/USDT",
"DOT/USDT",
"ETH/USDT",
"LINK/USDT",
"LTC/USDT",
"PEPE/USDT",
"SOL/USDT",
"SUI/USDT",
"TON/USDT",
"TRB/USDT",
"TRUMP/USDT",
"TRX/USDT",
"UNI/USDT",
"WLD/USDT",
"XAUT/USDT",
"XLM/USDT",
"XRP/USDT"
],
"pair_blacklist": [
"OKB/USDT"
]
},
"pairlists": [
{
"method": "StaticPairList"
}
],
"order_types": {
"entry": "market",
"exit": "market",
"stoploss": "limit",
"stoploss_on_exchange": false
},
"order_time_in_force": {
"entry": "gtc",
"exit": "gtc"
},
"entry_pricing": {
"price_side": "other",
"use_order_book": false,
"price_last_balance": 0
},
"exit_pricing": {
"price_side": "other",
"use_order_book": false
},
"freqai": {
"enabled": true,
"data_kitchen": {
"fillna": "ffill"
},
"freqaimodel": "XGBoostRegressorMultiTarget",
"purge_old_models": 2,
"train_period_days": 14,
"backtest_period_days": 2,
"live_retrain_hours": 2,
"outlier_detection": {
"method": "IsolationForest",
"contamination": 0.2
},
"feature_selection": {
"method": "recursive_elimination",
"feature_number": 15
},
"feature_parameters": {
"include_timeframes": [
"3m",
"15m",
"1h",
"4h"
],
"include_corr_pairlist": [
"XAUT/USDT",
],
"outlier_protection_percentage": 0.2,
"label_period_candles": 100,
"include_shifted_candles": 2,
"DI_threshold": 0.5,
"weight_factor": 0.7,
"principal_component_analysis": true,
"n_components": 0.85,
"use_SVM_to_remove_outliers": true,
"indicator_periods_candles": [
10,
20,
50
],
"plot_feature_importances": 10,
"shuffle_after_split": false,
"buffer_train_data_candles": 0,
"smooth_features": true,
"smooth_window": 5
},
"data_split_parameters": {
"test_size": 0.25,
"shuffle": false
},
"model_training_parameters": {
"n_estimators": 150,
"learning_rate": 0.025,
"max_depth": 4,
"min_child_weight": 5,
"subsample": 0.6,
"colsample_bytree": 0.6,
"reg_alpha": 0.5,
"reg_lambda": 2.0,
"verbosity": 0
},
"identifier": "live-freqai",
"write_metrics_to_disk": false,
"conv_width": 1,
"expiration_hours": 0,
"save_backtest_models": false,
"activate_tensorboard": true,
"wait_for_training_iteration_on_reload": true,
"continual_learning": false,
"keras": false
},
"fee": 0.0008,
"api_server": {
"enabled": true,
"listen_ip_address": "0.0.0.0",
"listen_port": 8080
}
}