Predicting if an employee will be excessively absent from office in working hours.
Note : Excessive means total time greater than 3hrs.
Main Directory:-
Absenteeism_data.csv : Original data to be analysed.
df_preprocessed.csv : Preprocessed data of original data.
Preprocessing.ipynb : Preprocessing source code.
Logistic_Regression.ipynb : Model building source code.
Absenteeism_Prediction Directory:-
Absenteeism_new_data.csv : New data to be predicted.
model : Finalized logistic model object saved in this file.
scaler : Scaler object saved in this file.
absenteeism_module.py : Code arranged in modular structure to be used for prediction.
predict.ipynb : main file used to load new data csv & module file for prediction.