Download this app from Microsoft Store for Windows 10 Mobile, Windows Phone 8.1, Windows Phone 8. See screenshots, read the latest customer reviews, and compare ratings for Cricket Scorer. Cricket Matches Prediction using Data Science Objective. To predict the outcome of the cricket match result using data science based on the historical and current data. Project Overview. In recent times, data science predictive modeling plays a crucial role in the sports. Cricket is one of the famous sports in India.

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Objective

To predict the outcome of the cricket match result using data science based on the historical and current data.

Project Overview

In recent times, data science predictive modeling plays a crucial role in the sports. Cricket is one of the famous sports in India. On the given day, any team can win the match with its performance. This makes the challenge in predicting the accurate outcome of the cricket match.
The cricket game involves 3 formats – namely, Test Matches, ODIs andT20s. This project concentrates on the latest format of the game T20. To predict the result of the T20 game, we analyze the type of ground, teams past performance, batting and bowling potentials of the 11 players of both teams using their past performance. Another important parameter considered for prediction is toss decision factor.

Proposed System

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With the advanced technology in today’s world, we are in need of predicting the outcome of the match. This paper focuses on predicting the outcome of the T20 matches. Supervised learning algorithms are used to predict the outcome of the match. The proposed system architecture is shown in the figure.

Cricket Matches Prediction Modules

Module 1:Data Selection

The required data is collected from the cricket website. The data should consist of player details with all features.

Batting records

• Runs scored
• Strike rate
• Batting average
• Highest score
• Home/ Away
• Opposite team

Bowling records

• Balls bowled
• Wickets taken
• Economy rate
• Best bowling
• Number of 4 wickets haul
• Home/ Away
• Opposite team

Module 2: Data Preparation
Data preparation is an important step in any data science project. It consists of data cleaning, integration, normalization, transformation, reduction, feature extraction, and selection, etc.

Module 3: Correlation
In a T20 match, toss is the crucial factor in deciding the outcome of the match. Most of the toss-winning the captain choose to field first. It’s because of the perception is that, the team fielding first winning the most matches in the T20 match. To identify this relation, correlation techniques are used. Here, the correlation between toss winner and match winners is analyzed.

Module 3 : Implementation of Supervised Learning
The required supervised learning algorithm is applied to the given data set. This algorithm is applied to the data set to analyze the player performance and the accuracy is calculated. The interesting relationships between the player performances are identified using association rules. Predictive analytical techniques are used to predict the outcome of the T20 match using previous historical data and current data.

Module 4 : Predicting the Outcome of the Match
Prediction is a data mining function that discovers the future behaviors. Using the predictive analytics method, the outcome of the cricket match is predicted. Here, supervised learning approach is used.

Software Requirements

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• Weka 3.8
• Netbeans
• SQL Server

Hardware Requirements

• Hard Disk – 1 TB or Above
• RAM required – 4 GB or Above
• Processor – Core i3 or Above

Predict & Win.

PredictIt is a simple to play Cricket Prediction Game where you can win prizes for posting your match predictions.

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Predict ‘Best Batsman’ & win up to 1000 PRP

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Who will score the most runs in today’s match? Predict the best batsman and win up to 1000 Predicts Redeemable Points (PRP).

Predict ‘Best Bowler’ & win up to 1000 PRP

Which bowler will take the most wickets in today’s match? Predict the Best Bowler of the game & win up to 1000 Predicts Redeemable Points (PRP).

Predict ‘Man of the Match’ & Win up to 2000 PRP

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We do understand that predicting Man of the Match out of 22 players is difficult. We do appreciate your efforts. Win up to 2000 Predicts Redeemable Points (PRP) for your correct prediction.

How to Play?

PredictIT Games Rules are simple. Select a Game > Post your Predictions and done. You can participate in all prediction polls or polls of your choice, such as Winning Team, Best Batsman Best Bowler, OR Man of the Match with Predicts Playing Points (PPP).

On every correct prediction, you will win Predicts Redeemable Points (PRP). These PRP can be used to buy stuff from our online store. You will get 1000 Playing points on Sign up. Additionally, you will get Playing Points as a daily bonus or by referring us to your friend.

Do you have more questions? Please read our FAQ section.

Cricket Match Predictions

Are you looking for today’s cricket match predictions, such as Winning Team, Best Bowler, Batsman etc.?

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