Consider the below data and apply Ada-boosting for a sample size of 5 with two sequential classifier defined as below. Use the random generated sequence if required as (0.5, 0.2, 0.7, 0.3, 0.45). Predict the class for test instance X=25 using the results of the constructed ensemble. Classifier 1 = IF X>=15 Class = +' ELSE Class = " Classifier 2 = IF X>=10 Class = +'ELSE Class = X YClass 10 30 15 20 5

Database System Concepts
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Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
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Consider the below data and apply Ada-boosting for a sample size of 5 with two sequential classifier defined as below. Use the
random generated sequence if required as (0.5, 0.2, 0.7, 0.3, 0.45). Predict the class for test instance X=25 using the results of the
constructed ensemble.
Classifier 1 = IF X>=15 Class = +' ELSE Class =
Classifier 2 = IF X>=10 Class = +' ELSE Class =
%3!
X
YClass
10
30
15
20
5
+
in
Transcribed Image Text:Consider the below data and apply Ada-boosting for a sample size of 5 with two sequential classifier defined as below. Use the random generated sequence if required as (0.5, 0.2, 0.7, 0.3, 0.45). Predict the class for test instance X=25 using the results of the constructed ensemble. Classifier 1 = IF X>=15 Class = +' ELSE Class = Classifier 2 = IF X>=10 Class = +' ELSE Class = %3! X YClass 10 30 15 20 5 + in
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