Model >

Gbm (Solana)

Model Perforance

Data splitScore
Train 16.899
Test 46.852

Model Details

Model Params

ParamValue
max_depth 3
reg_alpha 0.33030694504876845
reg_lambda 0.12414577201742275
min_data_in_leaf_factor 4
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