topsis-Gurpreet-Singh-101803019 0.1

A Python package implementing TOPSIS technique.

Topsis_Gurpreet_101803019

This is a python package used to implement TOPSIS(Technique of Order Preference Similarity to the Ideal Solution) for MCDA(Multiple criteria decision analysis)

How to use this package:

pip install topsis-Gurpreet-Singh-101803019==0.0.1

In Command Prompt

>> topsispy data.csv "1,1,1,1" "+,+,-,+" out.csv

Sample dataset

Model	Correlation	R2	RMSE	Accuracy
M1	0.79	0.62	1.25	60.89
M2	0.66	0.44	2.89	63.07
M3	0.56	0.31	1.57	62.87
M4	0.82	0.67	2.68	70.19
M5	0.75	0.56	1.3	80.39

Output

This will be in our Output csv file

Model	Correlation	R2	RMSE	Accuracy	TOPSIS SCORE	Rank
M1	0.79	0.62	1.25	60.89	0.77	2.0
M2	0.66	0.44	2.89	63.07	0.23	5.0
M3	0.56	0.31	1.57	62.87	0.44	4.0
M4	0.82	0.67	2.68	70.19	0.52	3.0
M5	0.75	0.56	1.3	80.39	0.81	1.0