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xiaobaicp3 · 2025年03月01日

计算器怎么按log2

NO.PZ2024120401000055

问题如下:

An insurance company specializing in inexperienced drivers is building a decision-tree model to classify drivers that it has previously insured as to whether they made a claim or not in their first year as policyholders. They have the following data on whether a claim was made (“Claim_made”) and two features (for the label and the features, in each case, “yes” = 1 and “no” = 0): whether the policyholder is a car owner and on whether they have a college degree:

Calculate the “base entropy” of the Claims_made series.

选项:

A.

0.40

B.

0.60

C.

0.843

D.

0.971

解释:

The base entropy is the entropy of the output series before any splitting. There are four policyholders who made claims and six who did not. The base entropy is therefore:

计算器上怎么按出来log2

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