Analysis of the accuracy rate of decision tree algorithm and logistic regression algorithm

First we import a set of AIRPLAN.XLSX data.

Age in the data table, Flight_count indicates number of flights, base_points_sum indicates mileage, Runoff_flag indicates loss or not, definition 1 is a positive sample, Representative has been lost.

Now let's look at the final effect:

It can be seen that the accuracy rate of decision tree algorithm and logistic regression algorithm is roughly the same, but the recall rate of decision tree algorithm is much greater than that of logistic regression.

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Analysis of the accuracy rate of decision tree algorithm and logistic regression algorithm