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Table 5 Feature selection performance

From: Hierarchical classification strategy for Phenotype extraction from epidermal growth factor receptor endocytosis screening

Features Step 1 Features Step 2
Long axis 100 Closest FA dist 100
Int Std 100 Int Entropy 100
D_entropy 87 Area 96
H_entropy 7 Int Std 73
V_entropy 5 Compact factor 44
Smoothness 1 Int uniformity 34
Area 0 Smoothness 14
Perimeter 0 H_entropy 8
Extension 0 Border dist/nucleus dist 7
Dispersion 0 Perimeter 6
Elongation 0 Long Axis 6
Orientation 0 Short Axis 5
Compact factor 0 D_std 5
Border dist/nucleus dist 0 Skewness 2
Closest FA dist 0 Extension 0
Short axis 0 Dispersion 0
Skewness 0 Elongation 0
Int uniformity 0 Orientation 0
Int entropy 0 H_mean 0
H_mean 0 H_std 0
H_std 0 V_mean 0
V_mean 0 V_std 0
V_std 0 V_entropy 0
D_mean 0 D_mean 0
D_std 0 D_entropy 0