Cricket Team Selection by Data Envelopment Analysis

Cricket Team Selection by Data Envelopment Analysis

 

1. We have listed 15 players in playerid.csv file
2. We are collecting one year average value of batsman, bowler, all rounder
3. We are pre-processing data and storeing the corresponding csv files
4. DEA algorithm is used
input: name, X values (features), Y value (Average)
output: theta for player
5. According to the output theta value, we are getting the 11 players selected

Python Demo

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