Table 1.

Correlation values between class properties and the effect of transformations on classes. We focus on class properties such as Intrinsic Dimension, Texture Analysis, Fourier Transform, and Spectrum of Feature Covariance, and transformations such as Hue Intensity, Color Jitter Probability, and Crop Size, applied on Cifar100. Values significantly larger than 1 indicate a notable difference between behavior groups with respect to the varying transformation. Asterisks (*) denote p-values > 0.05, indicating less significant correlations

Class properties	Hue intensity	Color Jitter probability	Crop size
Intrinsic dimension	16.64	19.15	0.21*
Texture analysis	16.39	4.89	0.18*
Fourrier transform	0.71*	7	5.19
Spectrum of feature covariance	1.27	0.56*	0.97*