Browsing UT - Statistics and Data Sciences by Subject "outlier"
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Determination of The Best Outlier Detection Method: An Application on Indonesian Air Quality Data
(2021)Outliers detection in univariate data aims to see the characteristics of a single variable before entering the next analysis. There are many methods for detecting outliers, but only a few methods consider the data distribution. ... -
Kajian Simulasi Perbandingan Regresi Random Forest dan Support Vector Regression dalam Mengatasi Pencilan
(2023)Adanya pencilan merupakan masalah yang sering muncul saat melakukan analisis regresi. Pencilan dapat menyebabkan pergeseran garis regresi, mengubah arah hubungan antara peubah penjelas dan peubah respon, serta ...