Optimizing Kernel Transformations to Handle Binary Class Imbalanced Dataset Classification حسب Vaibhavi Patel (19843282)

Homomorphic binary tree. حسب Jianhua He (341366)

Overview of the segmentation algorithm. حسب Michael C. Robitaille (11949174)

The workflow diagram for the gene expression biomarker study which involve using principal component analysis (PCA) to reduce the number of features (principal components), thus re... حسب Aninda Astuti (21736334)

Classification performance after optimization. حسب Amal H. Alharbi (21755906)

ANOVA test for optimization results. حسب Amal H. Alharbi (21755906)

Wilcoxon test results for optimization. حسب Amal H. Alharbi (21755906)

Wilcoxon test results for feature selection. حسب Amal H. Alharbi (21755906)

Feature selection metrics and their definitions. حسب Amal H. Alharbi (21755906)

Statistical summary of all models. حسب Amal H. Alharbi (21755906)

Feature selection results. حسب Amal H. Alharbi (21755906)

ANOVA test for feature selection. حسب Amal H. Alharbi (21755906)

Classification performance of ML and DL models. حسب Amal H. Alharbi (21755906)

PathOlOgics_RBCs Python Scripts.zip حسب Ahmed Elsafty (16943883)

"…</p><p dir="ltr">In terms of classification, a second algorithm was developed and employed to preliminary sort or group the individual cells (after excluding the overlapping cells manually) into different categories using five geometric measurements applied to the extracted contour from each binary image mask (see PathOlOgics_script_2; preliminary shape measurements). …"