| ,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance | |
| Length,7.770861856485589,-5.014731012934731,29.94314914149566,-32.78155408919534,1.7421173171737077,-0.6978645932269629 | |
| Diameter,-13.454453692935614,6.021964634699323,-50.41025558145963,39.73481377548876,-3.109888867686837,0.8499813318625742 | |
| Height,-2.0890731819546366,6.6323552126038505,-30.845054891646146,39.94190798668245,0.08849832763707863,1.1935158474164402 | |
| Whole_weight,-5.87955980006665,3.8944217214403922,-32.673956566845206,23.874934613373966,-1.1033681917420441,0.6269780327526474 | |
| Shucked_weight,8.292447649556415,-8.110181047961335,43.50326194221576,-48.46872389262441,1.6276715367239805,-1.3555821057930428 | |
| Viscera_weight,3.1596561285728795,-4.3329966155263735,24.56167884437111,-32.26565914052181,0.4895138933679136,-0.580220874557276 | |
| Shell_weight,8.246586301048623,1.7949888987348759,43.406087246188044,13.990486566404169,1.5652570681455586,0.22449960214856785 | |
| Sex_F,0.0668557688678366,0.15858301200127678,0.030781294738964318,0.6662336773150437,0.022809396774344678,0.03520855075023846 | |
| Sex_I,-0.01333141040451668,-0.1994346189693279,0.020412963675955548,-0.9122897962871024,-0.0045267748212910975,-0.042082852847835715 | |
| Sex_M,-0.05352435846282512,0.04085160696998074,-0.051194258414878305,0.2460561189800299,-0.01828262195294478,0.006874302098002519 | |
| cpu_training_time,-1.6351406134603234e-12,-1.2690969833740726e-12,-2.0053151944626654e-11,-4.556532853244963e-12,9.805682782529092e-14,-2.620093812284217e-13 | |
| cpu_prediction_time,5.4122342967685496e-11,3.9207804176438044e-10,-4.630488933483047e-09,2.8225897614168186e-09,1.5572436158357847e-10,6.89652180278152e-11 | |
| memory_usage,6.22381336005698e-10,-1.157689048015824e-09,1.2164511036867747e-08,-8.559503636525175e-09,-1.6946399521152925e-10,-1.9408299952437933e-10 | |
| max_depth,-0.004549500724333442,0.0014276447608457805,0.02018328960174184,0.001719426187519785,-0.002333888857196505,0.00032759044455347053 | |
| learning_rate,-0.10010461595080819,-0.2151043906156422,6.637317840154816,-1.647652625285999,-0.2336577158665088,-0.04263825796936413 | |
| n_estimators,-8.53420468966958e-06,-2.2192417208723234e-05,0.00063330548297083,-0.00017283179884176962,-2.161055833274444e-05,-4.236870753544035e-06 | |
| model_CatBoostRegressor,0.04354440580163945,0.061716435775115985,-3.054481840172534,0.46255812032345406,0.10681222139795399,0.014803017846668967 | |
| model_DecisionTreeRegressor,-0.07683978942670584,-0.01931268726227107,4.424967645573554,-0.12538830751369026,-0.15936046370944387,-0.012531751266800959 | |
| model_LGBMRegressor,0.042442432952393916,0.05323657421690205,-2.7229116575805006,0.374107427458131,0.09627077301892742,0.013789898227357513 | |
| model_RandomForestRegressor,-0.05165465127158728,-0.1699339186397738,4.12081072377931,-1.286455438193694,-0.1414129154205056,-0.03193508792521669 | |
| model_XGBRegressor,0.042507601944238846,0.07429359591003494,-2.768384871599846,0.5751781979258515,0.09769038471306159,0.015873923117992125 | |