What is Inductive Logic Programming in Machine Learning?

54

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What is Model Selection in Machine Learning?

71

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What are the two methods used for the calibration in Supervised Learning?

56

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Which method is frequently used to prevent overfitting?

43

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

79

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What is Perceptron in Machine Learning?

69

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Explain the two components of Bayesian logic program?

52

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What are Bayesian Networks (BN) ?

53

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Why instance based learning algorithm sometimes referred as Lazy learning?

110

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

45

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

47

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

52

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What is an Incremental Learning algorithm in ensemble?

54

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What is PCA, KPCA and ICA used for?

68

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What are the different methods for Sequential Supervised Learning?

63

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