. Author manuscript; available in PMC: 2018 Sep 5.

Published in final edited form as: Cytometry A. 2017 Oct 4;91(11):1078–1087. doi: 10.1002/cyto.a.23244

Table 6.

Top 10 features chosen by Fisher’s feature selection method (62) for the nuclei classification task

TOP 10 FEATURE RANKS FOR NUCLEI CLASSIFICATION TASK

LVS. BM	B VS. M

Cluster Shade at 135^°	SD histogram of gray scale pixel intensity
Cluster Shade at 0^°	Mean histogram of gray scale pixel intensity
Cluster Shade at 90^°	Cluster Shade at 45^°
Cluster Shade at 45^°	Cluster Shade at 135^°
Autocorrelation at 135^°	Cluster Shade at 90^°
Sum variance at 135^°	Cluster Shade at 0^°
Autocorrelation at 45^°	Correlation at 45^°
Sum variance at 135^°	Correlation at 135^°
Sum variance at 90^°	Energy at 45^°
Sum variance at 0^°	Energy at 135^°

As shown top features correspond to Haralick texture features.