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

• Converted the provided data in YAML format to csv for easy processing.

• replace missing column with mode value

Step 2 : Applying Various Alogrithms to Predict the winner

• Used following algorithms to predict the winner

• MLPClassifier

• LinearSVC

• LogisticRegression

• RandomForestClassifier