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Data MiningDescribe classification accuracy. How do we measure it? Differentiate classification accuracy with precision.20217mMACHINE LEARNINGWhich of the following is correct use of cross validation? (i) Selecting variables to include in a model (ii) Comparing predictors (iii) Electing parameters in prediction function (iv) All of the above20222mMACHINE LEARNING(b) A Machine Learning technique that helps in detecting the outliers in data is called as: - (i) Clustering . (ii) Classification (iii) Anomaly Detection (iv) All of the above20232mData MiningA classifier correctly classifies 180 out of 200 instances. Its accuracy is (i) 80% (ii) 90% (iii) 85% (iv) 95%20262m
PreviousThe margin of the decision boundary in SVM is given by (i) d = \frac{1}{|w|} (ii) d = \frac{1}{2 \cdot |w|} (iii) d = \frac{2}{\|w\|} (iv) d = \frac{1}{|w|^2}NextThe total number of possible rule extracted from a data set that contains d item is (i) R = 3^{d+1} - 2^d + 1 (ii) R = 3^{d+1} - 2^{d+1} + 1 (iii) R = 3^d - 2^{d+1} + 1 (iv) R = 3^d - 2^d + 1
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