File size: 1,359 Bytes
13759a1 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 |
,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance
Area,0.16650556,0.104042,0.110790245,0.18698144,0.22858596,0.079595335
Sensing Range,0.096395254,0.07142719,0.08443627,0.081047654,0.10625835,0.04073176
Transmission Range,0.08282047,0.058299482,0.079647206,0.06370712,0.09457358,0.03763252
Number of Sensor nodes,0.057193276,0.039678603,0.037460275,0.03976532,0.044573765,0.026765596
cpu_training_time,0.015822126,0.023344096,0.029143037,0.026087116,0.015330071,0.018265143
cpu_prediction_time,0.018666433,0.030702073,0.021463268,0.026748212,0.019815007,0.02858627
memory_usage,0.024997776,0.026662648,0.06294045,0.05073779,0.031225296,0.025876077
max_depth,0.011900611,0.016653996,0.016653582,0.014804249,0.012038619,0.018220931
learning_rate,0.11969537,0.1383388,0.20285437,0.19479628,0.0802165,0.09294837
n_estimators,0.10069451,0.199187,0.16446628,0.1307154,0.059817974,0.110818796
model_CatBoostRegressor,0.038039442,0.03375551,0.026747802,0.022013765,0.06478934,0.16546862
model_DecisionTreeRegressor,0.0,0.0,0.0,0.0,0.0,0.0
model_LGBMRegressor,0.15686068,0.1544886,0.101134606,0.09837144,0.16015822,0.12982534
model_RandomForestRegressor,0.08197286,0.06070652,0.043693952,0.042681478,0.040458158,0.08757087
model_XGBRegressor,0.028435577,0.042713534,0.018568609,0.021542719,0.04215912,0.13769436
|