Table 8.3. Feature Selection results.... | Emerald Publishing

Table 8.3.

Feature Selection results.

Univariate feature selection				Recursive feature elimination
Chi-square			Mutual information	Logistic	Random
Ref.	test	f-test	classification test	regression model	forest model
(1)	true	true	true	1	true
(2)	true	true	true	2	true
(3)	true	true	true	2	true
(4)	true	false	true	6	false
(5)	true	true	true	3	true
(6)	true	true	true	2	true
(7)	true	true	true	2	true
(8)	false	false	false	9	false
(9)	false	true	true	6	false
(10)	false	false	false	8	false
(11)	false	false	false	10	false
(12)	false	false	false	10	false

Univariate feature selection				Recursive feature elimination
Chi-square			Mutual information	Logistic	Random
Ref.	test	f-test	classification test	regression model	forest model
(1)	true	true	true	1	true
(2)	true	true	true	2	true
(3)	true	true	true	2	true
(4)	true	false	true	6	false
(5)	true	true	true	3	true
(6)	true	true	true	2	true
(7)	true	true	true	2	true
(8)	false	false	false	9	false
(9)	false	true	true	6	false
(10)	false	false	false	8	false
(11)	false	false	false	10	false
(12)	false	false	false	10	false