stlon 2: The table below lists a dataset that we want to use to predict whether it will be good day for a picnic. T P Class 1 1 1 1 1 1 1 1 3 2 L 2 2 1 2 3 2 2 1. Can we cast the prediction as a...


stlon 2:<br>The table below lists a dataset that we want to use to predict whether it will be good day<br>for a picnic.<br>T<br>P<br>Class<br>1<br>1<br>1<br>1<br>1<br>1<br>1<br>1<br>3<br>2<br>L<br>2<br>2<br>1<br>2<br>3<br>2<br>2<br>1. Can we cast the prediction as a binary classification task. Explain your answer.<br>2. We consider applying Naïve Bayes classifier. Provide the results of the training phase.<br>3. Given the query Q=[ T =

Extracted text: stlon 2: The table below lists a dataset that we want to use to predict whether it will be good day for a picnic. T P Class 1 1 1 1 1 1 1 1 3 2 L 2 2 1 2 3 2 2 1. Can we cast the prediction as a binary classification task. Explain your answer. 2. We consider applying Naïve Bayes classifier. Provide the results of the training phase. 3. Given the query Q=[ T ="L", P="1"], what would the Naïve Bayes classifier prediction be? Explain your answer. 3SMLSMM
4. Now, consider adding a new feature Z as shown below:<br>T<br>P<br>Z<br>Class<br>S<br>1<br>1<br>S<br>2<br>4<br>1<br>M<br>1<br>4<br>1<br>2<br>4<br>1<br>S<br>1<br>6.<br>1<br>M<br>2<br>7<br>M<br>L<br>3<br>10<br>2<br>2<br>12<br>M<br>1<br>12<br>2<br>2<br>12<br>2<br>3<br>14<br>2<br>2<br>16<br>2<br>4.1 How will the model ( obtained in 2) change? Explain and give the new model.<br>4.2 What would the prediction be for the query Q given as follows Q=[ T=

Extracted text: 4. Now, consider adding a new feature Z as shown below: T P Z Class S 1 1 S 2 4 1 M 1 4 1 2 4 1 S 1 6. 1 M 2 7 M L 3 10 2 2 12 M 1 12 2 2 12 2 3 14 2 2 16 2 4.1 How will the model ( obtained in 2) change? Explain and give the new model. 4.2 What would the prediction be for the query Q given as follows Q=[ T="L", P="1", Z="6"]?

Jun 09, 2022
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