Target employee screening method and device, computer equipment and storage medium

Abstract

The embodiment of the invention discloses a target employee screening method and device, computer equipment and a storage medium. The method is applied to the field of prediction models in intelligentdecisions. The method comprises the steps of collecting training samples of a candidate employee set from a preset database and preprocessing the training samples to obtain training data; performingiterative computation on the training data through a gradient boosting decision tree model to generate combined features; performing iterative computation on the combined features through a logistic regression model to obtain the probability of the target employee; and sorting the candidate employee sets, and performing screening from the sorting according to the target employee probability to obtain a target employee set. By implementing the method of the embodiment of the invention, high-quality employees can be mined, the enterprise culture period is shortened, and the culture cost is reduced.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a target employee screening method, device, computer equipment and storage medium. Background technique [0002] At present, in the enterprise management system, employee management occupies a very important position, and employee management is related to the lifeblood of enterprise development. Especially sales-oriented enterprises, for sales-oriented enterprises, have the characteristics of high turnover of personnel and a large number of front-line sales personnel, so it is difficult to establish an effective management mechanism for these employees. With the development of science and technology, it has gradually become the mainstream to solve the problem of enterprise sales force management through artificial intelligence. However, the existing artificial intelligence models need to manually search for a large number of effective features to train th...

AI Technical Summary

Problems solved by technology

[0003] The embodiment of the present invention provides a target employee screening method, device, computer equipment and storage medium, aiming to solve the problem that the existing model needs to manually find a large number of effective features to train the model, the effect of the model is poor, and the problem of consuming manpower and material resources

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