Model >

LinearTree (Ripple)

Model Perforance

Data splitScore
Train 0.136
Test 0.497

Model Details

Model Params

ParamValue
max_depth 3
reg_alpha 0.22918734912731287
reg_lambda 3.4672655630792186
min_data_in_leaf_factor 1

Scaler Params

ParamValue
log True
diff False
normalize False

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