Because the numbers of cars reflect each person's travel behaviors for specific location, car ownership demand model plays a dominant role in analysis order to understand area's individual and household behaviors. However, study project master plan Khon Kaen expressway represented imbalanced data; namely, majority class minority were not equal. Before developing machine learning model, this sug...

Klasifikasi adalah suatu proses yang dilakukan untuk menemukan sebuah model dengan tujuan memperkirakan kelas dari objek kelasnya tidak diketahui. Salah satu permasalahan dihadapi pada klasifikasi tentang ketidakseimbangan (imbalance Class) mana dataset terdapat jumlah datanya merata Sehingga memberikan dampak baik hasil klasifikasi. Cara mengatasi menerapkan metode SMOTE (Synthetic Minority Ov...

Bio-Medical data analysis has an important role in clinical practices. Usually, bio-medical have complex issues like skeweedness, redundant and irrelevant attributes etc.. Several unrelated features frequently degrade the accuracy of classifier while using with imbalanced datasets. The selection becomes critical this situation. key goal feature is to establish a subspace that maintains even as ...