Model >

Gbm (Solana)

Model Perforance

Data splitScore
Train 17.262
Test 45.159

Model Details

Model Params

ParamValue
max_depth 13
reg_lambda 8.358736502872704
min_data_in_leaf_factor 1
n_estimators 200
colsample_bytree 0.7
reg_alpha 0.0

Scaler Params

ParamValue
log False
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