CSMRMR-DWESR

Instruction for CSmrmr-DWESr.py (The proposed feature selection method)

LINES 1-31: Import the libraries

LINES 35-59: Read the dataset and separate variables (In our dataset 'KilosEntrados' and 'FechaRecepcion' are the target variable and Date, respectively)

LINES 62-133: CSMRMR

LINES 135-251: Corresponding functions for SARIMAX

LINES 253-274: Preparation for evaluating the "original" dataset OR LINES 279-291:Preparation for evaluating the "last year discarded" dataset

LINES 299-313: Preparation for DWESR

LINES 315-529: DWESR

LINES 533-573: Graph generation and calculation of results

Initial.py is used to calculate the measurement criteria before applying feature selection

Python libraries for regression feature selection.py is our implemetation of existing python libraries for regression feature selection

Our datasets are private