Table 1 Multicollinearity analysis.

From: GIS-based non-grain cultivated land susceptibility prediction using data mining methods

Variables

VIF

Tolerance

Aspect

1.03

0.97

Altitude

2.37

0.42

Drainage density

1.45

0.69

Distance from river

1.36

0.73

Fault density

2.72

0.37

Distance from fault

2.31

0.43

Landuse

1.31

0.76

Lithology

1.52

0.66

Plan curvature

1.51

0.66

Profile curvature

1.41

0.71

Distance from road

1.36

0.74

Rainfall

1.73

0.58

Slope

2.06

0.49

Soil

1.47

0.68

SPI

1.06

0.94

TWI

1.93

0.52

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