,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance
age,-0.0015890760200919965,0.013400371867277971,-0.019210111371072217,0.09826996086949247,-9.620614480123476e-05,0.0019230555817866602
testTime,-0.003585805901083483,0.001339063982119297,-0.0334748815625352,0.017013038564001215,-0.0004304197434035831,0.00010591218903095116
Jitter,-190.7506363809955,-31.895576934952977,-1132.0581646773155,-279.27447589273334,-30.979353366590683,-4.6524371656063215
JitterAbs,16409.924949088676,-4624.254026810749,103617.80658160262,-26814.427718124138,2538.422489377095,-733.8995103106786
JitterRAP,53.379768946125914,-2.836053066255307,324.7394752119009,-2.392166057708369,8.476383865414517,-0.5351714555392165
JitterPPQ5,164.15968606447814,37.62511024239808,998.8291541543251,324.24066545017666,26.35216345980155,4.895681813579999
JitterDDP,-17.134134727897937,41.496511432128244,-145.1766128047928,282.83850690395025,-1.9922806880158999,6.3301576667346
Shimmer,-18.89428654538108,-39.546402255975245,-53.14019208125846,-309.19765463341963,-4.338440258667861,-5.3828102042076775
ShimmerdB,-2.088342865190685,3.793408731077889,-18.850479271851874,35.26359267279717,-0.24662238817594392,0.4290731181842819
ShimmerAPQ3,-65.81167499451374,21.197791864052185,-417.55272438589714,120.22900047901774,-10.095654961463273,3.4165455394082085
ShimmerAPQ5,34.63778366694833,-3.4357784073416338,237.02643848781696,-13.08009322319042,5.230345160923611,-0.604381296112668
ShimmerAPQ11,2.224308986267393,-0.10558950534933234,20.010634010690286,-10.533387683947126,0.3178630193655833,0.09118441074422949
ShimmerDDA,32.26551640619959,-1.1962421420758993,197.78463306765263,-15.069679396621652,5.244214738270045,-0.03245438660089175
NHR,-1.461263158396434,-3.133806472780985,-4.594629510191214,-27.503676846698173,-0.28631671698407735,-0.3838485807496642
HNR,0.06450869570626179,0.011222722300368623,0.6240955010942777,0.10391717440251932,0.0070516131787636,0.0008733639339333229
RPDE,1.4782851769458192,1.171507774774478,12.711286080296965,6.190365188783389,0.19408108034420646,0.20479546365855997
DFA,1.023479805366682,-1.777889552727228,9.505625723228729,-13.020167336517947,0.14122931603835862,-0.27699312176095553
PPE,-0.22647059942560507,-0.5768655308013669,-2.7573765609959096,-4.083130356963843,-0.004562825621114127,-0.08597244611512335
sex,0.5287639431795447,-0.25373209270782277,2.7667513944479922,-1.8944211769984372,0.09611759909811876,-0.03394895181709908
cpu_training_time,2.716284321358962e-12,2.3838222239648195e-11,6.912337645778641e-12,1.049808121304784e-10,5.975671490164849e-13,4.769064657500733e-12
cpu_prediction_time,-3.07299808243323e-10,-3.655035554113262e-10,-8.25376345395797e-09,-8.566395195395253e-09,6.06228053729346e-11,-3.1906584918168803e-12
memory_usage,-4.009159649957678e-09,-3.573581489334057e-08,-1.1231425243796445e-08,-1.715210552920011e-07,-8.278790544471113e-10,-6.894195840298102e-09
max_depth,-0.03032349799825594,-0.257185148564111,-0.1392746049642731,-1.8142541476865297,-0.00547046619746033,-0.03784673458448919
learning_rate,-1.5687264221339925,-15.089843347035082,-1.893657901883235,-105.96358777194511,-0.3728285049470731,-2.196774465642792
n_estimators,-0.00012891074510073725,-0.0013086640352993712,2.4801520789106845e-05,-0.009045798980062747,-3.355008315339587e-05,-0.00019220615953058153
model_CatBoostRegressor,0.6480731547471753,6.504780551272209,0.4137034077044657,43.830864358173784,0.16143989550881363,0.9762962971164212
model_DecisionTreeRegressor,-0.9539740785398564,-9.330317119630122,-0.8172993534489879,-62.89829659240998,-0.2332362940050301,-1.3953388388552939
model_LGBMRegressor,0.6006195587323947,6.007613807400787,0.44066323042153005,40.324254571268305,0.14830330452711185,0.905299395508955
model_RandomForestRegressor,-0.9029174125213807,-9.03108949917897,-0.4470813633573821,-61.24958263104437,-0.22707126815166392,-1.3513983412843908
model_XGBRegressor,0.6081985328702191,5.8490123290728215,0.41001253350875444,39.99276069372716,0.15056432426696964,0.8651414984553663