Skip to main content

Table 3 A list of optimal values for the classifier as a result of GridSearchCV

From: Development of anti-phishing browser based on random forest and rule of extraction framework

S.No

Attributes

Values

1.

bootstrap

True

2.

ccp_alpha

0.0

3.

class_weight

None

4.

criterion

gini

5.

max_depth

None

6.

max_features

log2

7.

max_leaf_nodes

None

8.

max_samples

None

9.

min_impurity_decrease

0.0

10.

min_impurity_split

None

11.

min_samples_leaf

1

12.

min_samples_split

2

13.

min_weight_fraction_leaf

0.0

14.

n_estimators

100

15.

n_jobs

-1

16.

oob_score

False

17.

random_state

None

18.

verbose

0

19.

warm_start

False