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Tag: assumptions

Machine Learning - Data Mining, StatisticsLeave a comment

Unpaired Two-sample T-test (Independent T-test)

January 21, 2020July 31, 2020 Tung.M.Phung

What is an Unpaired 2-sample T-test? Let’s analyze this definition from scratch. Continue reading Unpaired Two-sample T-test (Independent T-test)

Machine Learning - Data Mining, StatisticsLeave a comment

Paired Two-sample T-test (Dependent T-test)

January 18, 2020July 31, 2020 Tung.M.Phung

What is a Paired 2-sample T-test? Let’s analyze this definition from scratch. Continue reading Paired Two-sample T-test (Dependent T-test)

Classification Models, Machine Learning - Data MiningLeave a comment

Assumptions of Logistic Regression

December 22, 2019July 31, 2020 Tung.M.Phung

When these requirements, or assumptions, hold true, we know that our Logistic model has expressed the best performance it can. Continue reading Assumptions of Logistic Regression

Machine Learning - Data Mining, Regression ModelsLeave a comment

Assumptions of Linear Regression

October 6, 2019November 15, 2020 Tung.M.Phung

In which cases does Linear Regression perform the best? In which cases should we use other algorithms? Continue reading Assumptions of Linear Regression