Using multivariate regression To find the mean absolute and mean square error between the predicted and actual Impact factor of journals given 9 independent parameters.
ImpactF - Initial File with the values of H indices and Impact factors of journals.
Scimago - csv downloaded from the site
Extracted.txt - File extracted using bash script (script1.sh). Contains all the journals with their parameters and impact factors.
Output.csv - File generated as an output of the python file (PnS_2.py). Contains the errors of all combinations
ANSWER.txt - File generated using bash script (script2.sh). Contains the combinations with minimum errors.\
Python
- Numpy library for matrix operations
- itertools library for combinations funtion