Metadata-Version: 2.1
Name: Topsis_102116022
Version: 1.0.0
Summary: Calculates Topsis Score and Rank
Home-page: https://github.com/kunalarora0930/Topsis_Kunal_102116022
Author: Kunal Arora
Author-email: arorakunal0930@gmail.com
License: MIT
Description: ## Topsis-Kunal-102116022
        
        # TOPSIS
        
        Submitted By: **Kunal Arora - 102116022**.
        
        Type: **Package**.
        
        Title: **TOPSIS**.
        
        Version: **1.0.0**.
        
        Date: **28-01-2024**.
        
        Author: **Kunal Arora**.
        
        Maintainer: **Kunal Arora <arorakunal0930@gmail.com>**.
        
        Description: **Evaluation of alternatives based on multiple criteria using TOPSIS method.**.
        
        ---
        
        ## What is TOPSIS?
        
        **T**echnique for **O**rder **P**reference by **S**imilarity to **I**deal **S**olution
        (TOPSIS) originated in the 1980s as a multi-criteria decision making method.
        TOPSIS chooses the alternative of shortest Euclidean distance from the ideal solution,
        and greatest distance from the negative-ideal solution.
        
        <br>
        
        ## Using this package:
        
        ```bash
        pip install Topsis-Kunal-102116022
        ```
        
        ### In Command Prompt
        
        ```bash
        topsis data.csv "1,1,1,1" "+,+,-,+" result.csv
        ```
        
        ## Input file (data.csv)
        
        | Model | Correlation | R<sup>2</sup> | 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    |
        
        
        <br>
        
        ## Output file (result.csv)
        
        | Model | Correlation | R<sup>2</sup> | RMSE | Accuracy | Topsis_score | Rank |
        | ----- | ----------- | ------------- | ---- | -------- | ------------ | ---- |
        | M1    | 0.79        | 0.62          | 1.25 | 60.89    | 0.7722       | 2    |
        | M2    | 0.66        | 0.44          | 2.89 | 63.07    | 0.2255       | 5    |
        | M3    | 0.56        | 0.31          | 1.57 | 62.87    | 0.4388       | 4    |
        | M4    | 0.82        | 0.67          | 2.68 | 70.19    | 0.5238       | 3    |
        | M5    | 0.75        | 0.56          | 1.3  | 80.39    | 0.8113       | 1    |
        
        <br>
        The output file contains columns of input file along with two additional columns having **Topsis_score** and **Rank**
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
