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Table 3 Performance criteria of random forest and K-NN

From: Assessment of factors affecting tourism satisfaction using K-nearest neighborhood and random forest models

Model

Set

R

RMSE

CRM

NSE

Skewness

MGN

RF

TRAIN

0.94

0.36

0.00024

–

–

RF and K-NN

TEST

0.90

0.34

− 0.0011

79.46

0.44

0.66

K-NN

TRAIN

0.91

0.39

0.00038

–

–

TEST

0.87

0.37

0.0005

74.43

0.32

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BMC Research Notes

ISSN: 1756-0500

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