XGBoostRegressorMultiTarget

config_examples/freqaiprimer.json

@@ -107,7 +107,7 @@
               "shuffle": false
         },
         "model_training_parameters": {
-            "n_estimators": 200,
+            "n_estimators": 120,
             "learning_rate": 0.05,
             "num_leaves": 31,
             "verbose": -1,

freqtrade/templates/freqaiprimer.json

@@ -10,9 +10,11 @@
       "cooldown_period": 5
     },
     "roi": {
-      "0": 0.02,
-      "30": 0.01,
-      "60": 0
+      "0": 0.03,
+      "15": 0.02,
+      "30": 0.015,
+      "45": 0.01,
+      "60": 0.002
     },
     "stoploss": {
       "stoploss": -0.015

tools/backtest.sh

@@ -44,10 +44,10 @@ echo "docker-compose run --rm freqtrade backtesting \
   --timerange $START_DATE-$END_DATE \
   --fee 0.0008 \
   --cache none >output.log"
-
+#LightGBMRegressorMultiTarget
 docker-compose run --rm freqtrade backtesting \
   --logfile /freqtrade/user_data/logs/freqtrade.log \
-  --freqaimodel LightGBMRegressorMultiTarget \
+  --freqaimodel XGBoostRegressorMultiTarget \
   --config /freqtrade/config_examples/$CONFIG_FILE \
   --strategy-path /freqtrade/templates \
   --strategy $STRATEGY_NAME \