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7. Select the sentence or sentences that are correct about cosine and correlation measures. The range of values that are possible for the cosine measure

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7. Select the sentence or sentences that are correct about cosine and correlation measures. The range of values that are possible for the cosine measure is [0, 1 if two objects have a cosine similarity of 1, they are identical if X and Y that have a mean of o, corrix.Y) = cos(X,Y) The range of values that are possible for the cosine measure is [0, 1]. If two objects have a cosine similarity of 1. they are identical 8. Which statements below are true for machine learning? Raw data can be utilized as the feature For predictive methods, a set of labeled examples is required Classification is a typical predictive data mining method 9. Select the correct sentence with respect to dimensionality reduction Singular Value Decomposition (SVD) is a typical technique of dimensionality reduction The dimensionality reduction is a mandatory preprocessing for all data mining techniques PCA and SVD is non-linear approach because these techniques use eigenvectors of the covariance matrix 10. Select all feature selection approaches. All possible feature subset Thresholding value that was decided heuristically based selection Last layer of Deep Neural Network model Top K highest scoring based selection

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