SMOKE-PREDICTION BY LOGISTIC-REGRESSION.

Predicting whether the person is a smoker or not.

OVERVIEW

Here in this repo,the dataset is collected from a source (collected based on country "UK" ).This tells that how of them are really smoking according to the collected independent attributes from the source. Here Logistic Regression algorithm is used for predicting the target feature,For that we used EDA techniques for good results.

ATTRIBUTES

Training Features

'gender', 'age', 'marital_status', 'highest_qualification', 'nationality', 'ethnicity', 'gross_income', 'region', 'amt_weekends', 'amt_weekdays','type'.

Target Feature

smoke

SOURCE

National STEM Centre ( Kaggle )