The Start of Combustion Prediction for Methane-Fueled HCCI Engines: Traditional vs. Machine Learning Methods

Table 3

The employed ML regression methods.

Num.	Name	Linear hypothesis
1	OLS	Yes
2	Lasso	Yes
3	Ridge	Yes
4	SVR with linear kernel	Yes
5	BR	Yes
6	Huber	Yes
7	Robust RANSAC	No
8	SVR with RBF kernel	No
9	Nearest neighbors with uniform weights	No
10	Decision tree	No
11	MLP neural network	No