20220 a) In a cricket tournament, the probability that team A wins a game is B. Apply maximum likelihood estimate and compute the winning probability for the team A, considering the past seven results of the games that it played in the tournament as: [Won, Lost, Won, Lost, Lost, Won, Won]. What do you infer from the result? [3+1-4M 4664-8 0-2023 204664 b) A Deemed University conducts entrance examination for admission into its Artificial Intelligence programme. It conducts an entrance exam and assigns grades based on their scores. After registration, it wants to predict whether a student joins the program based the historical data given below: 2482 da0466 No Age Income 1 youth high 2 youth high 3 middle aged high 4 senior 5 senior 6 senior medium low low Student no no no yes Grade obtained in the Exam fair excellent fair fair fair excellent Joins course yes DO 23/ 023/10/01-24 -2023/10/0 Income No Age 1 youth 2 youth high high 3 middle aged high 4 senior 5 senior 6 senior 7 middle aged 8 youth youth 9 10 senior 11 youth 12 middle aged 13 middle aged 14 senior 256 low low low Student Grade obtained in the Exam fair (33) excellent fair fair fair no no no medium no VAS yes yes no medium low yes medium yes medium yes medium no high yes medium no excellent excellent fair fair fair excellent excellent fair excellent 2022da0 Joins course no no yes yes yes no yes no yes yes yes yes yes no Use Naive Bayes algorithm and predict the class label for the test record X: X (Age = youth, Income = medium, Student = yes, Grade obtained in the Exam = fair) [6M] 4664-8 04664 da046 20220 a) In a cricket tournament, the probability that team A wins a game is B. Apply maximum likelihood estimate and compute the winning probability for the team A, considering the past seven results of the games that it played in the tournament as: [Won, Lost, Won, Lost, Lost, Won, Won]. What do you infer from the result? [3+1-4M 4664-8 0-2023 204664 b) A Deemed University conducts entrance examination for admission into its Artificial Intelligence programme. It conducts an entrance exam and assigns grades based on their scores. After registration, it wants to predict whether a student joins the program based the historical data given below: 2482 da0466 No Age Income 1 youth high 2 youth high 3 middle aged high 4 senior 5 senior 6 senior medium low low Student no no no yes Grade obtained in the Exam fair excellent fair fair fair excellent Joins course yes DO 23/ 023/10/01-24 -2023/10/0 Income No Age 1 youth 2 youth high high 3 middle aged high 4 senior 5 senior 6 senior 7 middle aged 8 youth youth 9 10 senior 11 youth 12 middle aged 13 middle aged 14 senior 256 low low low Student Grade obtained in the Exam fair (33) excellent fair fair fair no no no medium no VAS yes yes no medium low yes medium yes medium yes medium no high yes medium no excellent excellent fair fair fair excellent excellent fair excellent 2022da0 Joins course no no yes yes yes no yes no yes yes yes yes yes no Use Naive Bayes algorithm and predict the class label for the test record X: X (Age = youth, Income = medium, Student = yes, Grade obtained in the Exam = fair) [6M] 4664-8 04664 da046