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Table 1 Configuration of the experiments

From: ENTAIL: yEt aNoTher amyloid fIbrils cLassifier

ID experiment

Descriptors number

Validation type

Validation value

CC

Max split

Num learners

Learning rate

PCA

Exp 1

4125

Cross validation

5

EG

26

167

0.5915

No

Exp 2

4125

Cross validation

5

NB

   

No

Exp 3

4125

Cross validation

10

EG

22

Auto

0.0011

No

Exp 4

4125

Cross validation

10

EG

40

80

0.1

No

Exp 5

4125

Cross validation

10

NB

   

No

Exp 6

4125

Cross validation

15

EG

30

30

0.1

No

Exp 7

4125

Cross validation

15

EG

20

60

0.1

No

Exp 8

4125

Cross validation

15

NB

   

No

  1. CC stays for Classifier Configuration. EG and NB mean Esemble;GentleBoost and Naive Bayers; Kernel Naive Bayes; Gaussian Kernel Type; Unbounded Support, respectively