We have the following trajectory of the winner (Outcome) of a tennis game [CO1,C2, between Naomi...

Transcribed Image Text:

We have the following trajectory of the winner (Outcome) of a tennis game [CO1,C2, between Naomi Osaka (N) and Federer (F). Construct a decision tree using ID3 Mark: 7+3] algorithm to predict the winner based on the 4 factors Time, Match type, Court surface and Best effort. Time Match type Morning Master Morning Afternoon Afternoon Grand slam Night Friendly Afternoon Friendly Mixed Afternoon Master Clay Afternoon Grand slam Grass Afternoon Grand slam Hard Afternoon Grand slam Hard Grass Clay Hard Mixed Afternoon Master Clay 1 Afternoon Master Grass 1 Afternoon Grand slam Hard 1 Afternoon Grand slam Clay 1 Night Night Court Best Outcome surface Effort Master Grand slam Friendly Master Grass 1 Clay 1 Hard 0 0 1 1 1 1 1 1 0 1 F FFNNFFFFNE: N N F F F Determine a the winner of a tennis game if value of the 4 factor are as follows: [Time-Night, Match type-Grand slam,, Court surface-Grass, Best effort=1] We have the following trajectory of the winner (Outcome) of a tennis game [CO1,C2, between Naomi Osaka (N) and Federer (F). Construct a decision tree using ID3 Mark: 7+3] algorithm to predict the winner based on the 4 factors Time, Match type, Court surface and Best effort. Time Match type Morning Master Morning Afternoon Afternoon Grand slam Night Friendly Afternoon Friendly Mixed Afternoon Master Clay Afternoon Grand slam Grass Afternoon Grand slam Hard Afternoon Grand slam Hard Grass Clay Hard Mixed Afternoon Master Clay 1 Afternoon Master Grass 1 Afternoon Grand slam Hard 1 Afternoon Grand slam Clay 1 Night Night Court Best Outcome surface Effort Master Grand slam Friendly Master Grass 1 Clay 1 Hard 0 0 1 1 1 1 1 1 0 1 F FFNNFFFFNE: N N F F F Determine a the winner of a tennis game if value of the 4 factor are as follows: [Time-Night, Match type-Grand slam,, Court surface-Grass, Best effort=1]

Answer rating: 100% (QA)

To construct a decision tree using the ID3 algorithm we need to calculate the informat... View the full answer