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Consider the data shown in table and answer the given questions. (Question is related to Machine Learning) O1 02 03 1 1 1 T2 1
Consider the data shown in table and answer the given questions. (Question is related to Machine Learning)
O1 02 03 1 1 1 T2 1 1 0 T3 1 0 1 T4 0 1 0 TS 0 1 1 T6 0 1 T7 1 0 0 T8 1 0 0 T9 1 0 T10 0 0 0 04 0 1 0 1 1 0 1 C 1 0 1 0 1 0 1 1 0 0 1 0 The trained classifiers on above data after 1st, 2nd, and 3rd rounds are given below: 1st Round: if 01+02+03+04>=2 then C=1 else C=0 2nd Round: if 03+04>=1 then C=1 else C=0 3rd Round: if 02==01 then C=O2 elseif 01==0 then C=0 else C=1 a. Calculate the value of error rate for 1st round classifier, 2nd Round, and 3rd Round? b. Compte the value of weight for sample T1 after 2nd round classifier c. Compute the accuracy and F-Measure of above model O1 02 03 1 1 1 T2 1 1 0 T3 1 0 1 T4 0 1 0 TS 0 1 1 T6 0 1 T7 1 0 0 T8 1 0 0 T9 1 0 T10 0 0 0 04 0 1 0 1 1 0 1 C 1 0 1 0 1 0 1 1 0 0 1 0 The trained classifiers on above data after 1st, 2nd, and 3rd rounds are given below: 1st Round: if 01+02+03+04>=2 then C=1 else C=0 2nd Round: if 03+04>=1 then C=1 else C=0 3rd Round: if 02==01 then C=O2 elseif 01==0 then C=0 else C=1 a. Calculate the value of error rate for 1st round classifier, 2nd Round, and 3rd Round? b. Compte the value of weight for sample T1 after 2nd round classifier c. Compute the accuracy and F-Measure of above modelStep by Step Solution
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