Database - Data Mining

106. Consider the following dataset. a,b,c are the features and K is the class(1/0):

abcK
1011
1111
0110
1100
1010
0001
Classify the test instance given below into class 1/0 using a Naive Bayes Classifier.
abcK
001?

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107. Suppose you are using a Linear SVM classifier with 2 class classification problem. Consider the following data in which the points circled red represent support vectors.

Will the decision boundary change if any of the red points are removed?

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108. Can you represent the following boolean function with a single logistic threshold unit(i.e., a single unit from a neural network)?

ABf(A, B)
110
000
101
010

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