Table 6 Ranking of ML models based on validation sRPI.

From: Predicting yellow mosaic disease severity in yardlong bean using visible imaging coupled with machine learning model

Rank

Model

sRPI

1

RF

1

2

Cubist

0.79

3

XGB

0.67

4

KNN

0.62

5

GBM

0.51

6

ELNET

0.48

7

SVM

0.38

8

PLS

0.13

9

MARS

0

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