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