Table 1. Search for the best regressor algorithm for training.

Model	Regressor	r2
1	LinearRegression	0.7706
2	Ridge	0.7823
3	Lasso	0.1625
4	ElasticNet	0.7556
5	BayesianRidge	0.7685
6	SGDRegressor	0.7542
7	KNearestNeighborRegressor	0.5791
8	SVR	0.9141
9	NuSVR	0.9103
10	LinearSVR	0.7275
11	DecisionTreeRegressor	1.0
12	RandomForestRegressor	0.9112
13	MLPRegressor	0.9405