File size: 1,683 Bytes
7451bb8 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 |
,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance
process_b1_capacity,0.11607228,0.18172236,0.1584447,0.24106726,0.08088533,0.122877344
process_b2_capacity,0.06381067,0.027813628,0.040072575,0.043003242,0.04994894,0.018082647
process_b3_capacity,0.016060876,0.010905763,0.005279588,0.0057317046,0.027157659,0.029345235
process_b4_capacity,0.088705,0.04511462,0.06259441,0.067791305,0.07887577,0.034680437
property_price,0.108431794,0.12281648,0.06630264,0.08031199,0.07817089,0.0523021
property_product,0.092487164,0.18892984,0.12556085,0.1558371,0.06874983,0.10040616
property_winner,0.06501188,0.030024571,0.054929532,0.03929861,0.048339415,0.01767949
cpu_training_time,0.01541215,0.022933584,0.017158834,0.0248447,0.019355163,0.03213235
cpu_prediction_time,0.014427898,0.011955314,0.01518112,0.019209266,0.022996424,0.019128636
memory_usage,0.05295375,0.08347633,0.041735653,0.050129037,0.049636964,0.104603305
max_depth,0.05976965,0.03853332,0.0668228,0.036841027,0.05090163,0.05051076
learning_rate,0.10909037,0.099339545,0.0858981,0.08460987,0.104526795,0.11995208
n_estimators,0.105738275,0.06268676,0.07175638,0.07510875,0.11635474,0.10851312
model_CatBoostRegressor,0.020201825,0.021630654,0.012908486,0.010558481,0.040444262,0.030738428
model_DecisionTreeRegressor,0.017333144,0.005997681,0.013666057,0.016692633,0.033460103,0.029104551
model_LGBMRegressor,0.022811333,0.017756345,0.00867247,0.015243641,0.04643539,0.038538456
model_RandomForestRegressor,0.012513145,0.012985677,0.14879389,0.02756477,0.04575136,0.04917207
model_XGBRegressor,0.019168768,0.015377575,0.0042218887,0.006156576,0.038009398,0.04223281
|