CricketPrediction
Building CricketPrediction model using Machine Learning
The Aim is to predict the winner of the cricket match based on certain conditions(toss winner, stadium, etc) and previous data of Ipl.
Following the steps we followed
Step 1 : Data Preprocessing
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Converted the provided data in YAML format to csv for easy processing.
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replace missing column with mode value
Step 2 : Applying Various Alogrithms to Predict the winner
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Used following algorithms to predict the winner
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MLPClassifier
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LinearSVC
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LogisticRegression
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RandomForestClassifier