Model >

Gbm (Ripple)

Model Perforance

Data splitScore
Train 0.146
Test 0.497

Model Details

Model Params

ParamValue
max_depth 3
reg_alpha 0.24674254795084358
reg_lambda 0.4971768907778141
min_data_in_leaf_factor 2
n_estimators 200
colsample_bytree 0.7

Scaler Params

ParamValue
log False
diff False
normalize True

Feature Params

ParamValue
ohlc_ratio True
rsi True
bbands True
macd True
sma_periods [7, 14, 50, 100, 200]
lags [7, 14, 21, 28]
feature_combinations True