3、ElasticNetR
ElasticNetR-0.5 Score value: -0.0005308426992141069
ElasticNetR-0.5 R2 value: -0.0005308426992141069
ElasticNetR-0.5 MAE value: 0.09940889668350568
ElasticNetR-0.5 MSE value: 0.015779921172832806
ElasticNetR-0.05 Score value: 0.5909997356551588
ElasticNetR-0.05 R2 value: 0.5909997356551588
ElasticNetR-0.05 MAE value: 0.06384977771594441
ElasticNetR-0.05 MSE value: 0.006450567694263088
ElasticNetR-0.01 Score value: 0.9722470175744828
ElasticNetR-0.01 R2 value: 0.9722470175744828
ElasticNetR-0.01 MAE value: 0.01621461543934733
ElasticNetR-0.01 MSE value: 0.00043770752114368465
ElasticNetR-0.005 Score value: 0.9846441765684218
ElasticNetR-0.005 R2 value: 0.9846441765684218
ElasticNetR-0.005 MAE value: 0.01189698639426006
ElasticNetR-0.005 MSE value: 0.00024218512109085247
ElasticNetR-0.001 Score value: 0.9902182047362088
ElasticNetR-0.001 R2 value: 0.9902182047362088
ElasticNetR-0.001 MAE value: 0.00886838381299399
ElasticNetR-0.001 MSE value: 0.00015427406293142925
ElasticNetR-0.0001 Score value: 0.9942704213728978
ElasticNetR-0.0001 R2 value: 0.9942704213728978
ElasticNetR-0.0001 MAE value: 0.006695706278914398
ElasticNetR-0.0001 MSE value: 9.036432984445262e-05
[-0.0005308426992141069, 0.5909997356551588, 0.9722470175744828, 0.9846441765684218, 0.9902182047362088, 0.9942704213728978]
4、GBR
GBR-1
GBR-1 Score value: 0.9763666115566574
GBR-1 R2 value: 0.9763666115566574
GBR-1 MAE value: 0.012052516368497329
GBR-1 MSE value: 0.00037273514295350755
GBR-2
GBR-2 Score value: 0.9926847727617255
GBR-2 R2 value: 0.9926847727617255
GBR-2 MAE value: 0.008012779193494083
GBR-2 MSE value: 0.0001153724645508341
GBR-3
GBR-3 Score value: 0.9958318342325574
GBR-3 R2 value: 0.9958318342325574
GBR-3 MAE value: 0.005714597302721484
GBR-3 MSE value: 6.573843047966691e-05
GBR-4
GBR-4 Score value: 0.9958185134836749
GBR-4 R2 value: 0.9958185134836749
GBR-4 MAE value: 0.004795477929089135
GBR-4 MSE value: 6.594851932286696e-05
GBR-5
GBR-5 Score value: 0.9936308502387022
GBR-5 R2 value: 0.9936308502387022
GBR-5 MAE value: 0.004648655284013917
GBR-5 MSE value: 0.00010045135730159553
GBR-6
GBR-6 Score value: 0.9928564661943613
GBR-6 R2 value: 0.9928564661943613
GBR-6 MAE value: 0.004401292926689321
GBR-6 MSE value: 0.00011266459317169972
GBR-7
GBR-7 Score value: 0.9902977868325656
GBR-7 R2 value: 0.9902977868325656
GBR-7 MAE value: 0.004428399093689221
GBR-7 MSE value: 0.0001530189300023011
GBR-8
GBR-8 Score value: 0.9869749160018195
GBR-8 R2 value: 0.9869749160018195
GBR-8 MAE value: 0.004718971897735163
GBR-8 MSE value: 0.00020542575000119555
GBR-9
GBR-9 Score value: 0.9853247317034755
GBR-9 R2 value: 0.9853247317034755
GBR-9 MAE value: 0.0050509572638206945
GBR-9 MSE value: 0.00023145171245755048
GBR-10
GBR-10 Score value: 0.9838819868698998
GBR-10 R2 value: 0.9838819868698998
GBR-10 MAE value: 0.005661280988227483
GBR-10 MSE value: 0.000254206033238824
GBR-11
GBR-11 Score value: 0.9830335256911121
GBR-11 R2 value: 0.9830335256911121
GBR-11 MAE value: 0.006145980498176065
GBR-11 MSE value: 0.0002675875802617618
[0.9763666115566574, 0.9926847727617255, 0.9958318342325574, 0.9958185134836749, 0.9936308502387022, 0.9928564661943613, 0.9902977868325656, 0.9869749160018195, 0.9853247317034755, 0.9838819868698998, 0.9830335256911121]
