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WHEN CRICKET CRAZE MEETS DATA ANALYTICS
PREDICTING THE WORLD CUP 2019 RESULTS </ SHAHNAB >
UNDERSTANDING THE TRAINING DATA
11 WORLD CUPS- 1975 TO
PRESENT
TILL 1983 60 OVERS MATCHES
RUN SCORING HAS INCREASED INCREDIBLY OVER
LAST FEW YEARS
</ SHAHNAB >
FEATURE UNDERSTANDING
65
FEATURES
ODI RECORDS, EXCEPT ICC
TROPHIES WON
TEAM STATISTIC BY TAKING
OVERALL MEAN
CERTAIN FEATURES INCLUDE
OVERALL AS WELL AS RECENT
DATA TO MIMIMIZE ERRORS
OVERALL
TEAM
FEATURES
OVERALL
INDIVIDUAL
FEATURES
MISC.
FACTORS
</ SHAHNAB >
CREATING THE MACHINE LEARNING MODEL
ENSEMBLE
CLASSIFICATION
8 BASIC CLASSIFIERS USED
SELECTED BASED ON THE LEAVE ONE OUT FOLD
VALIDATION OF TRAINING DATA
NEURAL NETWORK
APPROACH
12 HIDDEN LAYERS
GRADIENT DESCENT BACK PROPAGATION
METHOD UTILIZED
</ SHAHNAB >
MODEL VALIDATION
TESTINGMODELOUTPUTON 2015 RESULTS
AFGHANISTAN1.25% 0.75%
AUSTRALIA27.67%
BANGLADESH
ENGLAND
INDIA
NEW ZEALAND
PAKISTAN
SRI LANKA
WEST INDIES
CLASSIFIER PROBABILITY NEURAL NETWORK PREDICTION
WINNERS
SEMI FINALISTS
FINALISTS
SOUTH AFRICA SEMI FINALISTS
28.53%
4.82% 2.54%
7.34% 5.43%
17.23% 13.24%
13.85% 16.73%
9.23% 10.63%
12.64% 15.03%
3.54% 4.68%
2.26%2.32% </ SHAHNAB >
AFGHANISTAN0.57% 0.75%
AUSTRALIA 7.21%9.57%
BANGLADESH
ENGLAND
INDIA
NEW ZEALAND
PAKISTAN
SRI LANKA
WEST INDIES
CLASSIFIER PROBABILITY NEURAL NETWORK PREDICTION
1.87%2.75%
19.21%20.78%
21.32%19.32%
14.28% 15.67%
18.95%17.76%
3.45% 2.76%
1.58%1.77%
PREDICTION
RESULTS
MODEL DEVELOPEDON
SOUTH AFRICA 10.68%9.75%
HIGH PROB.
HIGH PROB.
HIGH PROB.
HIGH PROB.
</ SHAHNAB >
WHEN CRICKET CRAZE MEETS DATA ANALYTICS
MAY THE BEST TEAM WINS!!!
</ SHAHNAB >
2019 world cup predictions data analysis

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2019 world cup predictions data analysis

  • 1. WHEN CRICKET CRAZE MEETS DATA ANALYTICS PREDICTING THE WORLD CUP 2019 RESULTS </ SHAHNAB >
  • 2. UNDERSTANDING THE TRAINING DATA 11 WORLD CUPS- 1975 TO PRESENT TILL 1983 60 OVERS MATCHES RUN SCORING HAS INCREASED INCREDIBLY OVER LAST FEW YEARS </ SHAHNAB >
  • 3. FEATURE UNDERSTANDING 65 FEATURES ODI RECORDS, EXCEPT ICC TROPHIES WON TEAM STATISTIC BY TAKING OVERALL MEAN CERTAIN FEATURES INCLUDE OVERALL AS WELL AS RECENT DATA TO MIMIMIZE ERRORS OVERALL TEAM FEATURES OVERALL INDIVIDUAL FEATURES MISC. FACTORS </ SHAHNAB >
  • 4. CREATING THE MACHINE LEARNING MODEL ENSEMBLE CLASSIFICATION 8 BASIC CLASSIFIERS USED SELECTED BASED ON THE LEAVE ONE OUT FOLD VALIDATION OF TRAINING DATA NEURAL NETWORK APPROACH 12 HIDDEN LAYERS GRADIENT DESCENT BACK PROPAGATION METHOD UTILIZED </ SHAHNAB >
  • 5. MODEL VALIDATION TESTINGMODELOUTPUTON 2015 RESULTS AFGHANISTAN1.25% 0.75% AUSTRALIA27.67% BANGLADESH ENGLAND INDIA NEW ZEALAND PAKISTAN SRI LANKA WEST INDIES CLASSIFIER PROBABILITY NEURAL NETWORK PREDICTION WINNERS SEMI FINALISTS FINALISTS SOUTH AFRICA SEMI FINALISTS 28.53% 4.82% 2.54% 7.34% 5.43% 17.23% 13.24% 13.85% 16.73% 9.23% 10.63% 12.64% 15.03% 3.54% 4.68% 2.26%2.32% </ SHAHNAB >
  • 6. AFGHANISTAN0.57% 0.75% AUSTRALIA 7.21%9.57% BANGLADESH ENGLAND INDIA NEW ZEALAND PAKISTAN SRI LANKA WEST INDIES CLASSIFIER PROBABILITY NEURAL NETWORK PREDICTION 1.87%2.75% 19.21%20.78% 21.32%19.32% 14.28% 15.67% 18.95%17.76% 3.45% 2.76% 1.58%1.77% PREDICTION RESULTS MODEL DEVELOPEDON SOUTH AFRICA 10.68%9.75% HIGH PROB. HIGH PROB. HIGH PROB. HIGH PROB. </ SHAHNAB >
  • 7. WHEN CRICKET CRAZE MEETS DATA ANALYTICS MAY THE BEST TEAM WINS!!! </ SHAHNAB >