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Suppose the random sample used for each tree in the previous random forest is decreased from 1000 rows to 500 rows. Circle ALL that are true for the ensemble classifier.
a) Variance of predictions are expected to decrease
b) Bias of predictions are expected to decrease
c) Each base classifier is expected to have more out of bag rows of data
d) Generalization error is expected to decrease
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What is a multiple line field? A multiple line field is a special part of field which allows the user to enter multiple lines of data into it.
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A v o iding Over fitting - Artificial intelligence As we discussed in the last lecture, over fitting is a normal problem in machine learning. Decision trees suffe
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