Which method is frequently used to prevent overfitting?

100

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What is the difference between heuristic for rule learning and heuristics for decision

161

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What is Perceptron in Machine Learning?

233

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Explain the two components of Bayesian logic program?

92

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What are Bayesian Networks (BN) ?

100

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Why instance based learning algorithm sometimes referred as Lazy learning?

183

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What are the two classification methods that SVM ( Support Vector Machine) can handle?

81

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What is the general principle of an ensemble method and what is bagging and boosting in ensemble method?

84

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What is bias-variance decomposition of classification error in ensemble method?

103

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What is an Incremental Learning algorithm in ensemble?

103

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What is PCA, KPCA and ICA used for?

102

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What are the different methods for Sequential Supervised Learning?

109

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What are the areas in robotics and information processing where sequential prediction problem arises?

105

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What are the different categories you can categorized the sequence learning process?

92

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Give a popular application of machine learning that you see on day to day basis?

91

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