ALGORITHM

NAME

RANGE

BEST

Random Forest

MAXDEPTH

[10 - 100] WITH STEP 10

30

MLP

HIDDENLAYER

[1 - 4] WITH STEP 1

16

MLP

NEURONS

[40 - 100] WITH STEP 20

60

MLP

EPOCHS

800, 1200, 1700

16

SVR

C

[0.5 - 1.5] WITH STEP 0.2

1

SVR

EPSILON

[0.06 - 0.12]WITH STEP 0.02

0.1

GBDT

MAXDEPTH

[10 - 100] WITH STEP 10

30

KNN

K

[3 - 8] WITH STEP 1

5