Family violence identification method and system, electronic equipment and storage medium

The invention relates to a family violence recognition method and system, electronic equipment and a storage medium, and belongs to the technical field of machine learning, the method comprises the steps that samples and feature data thereof are acquired, the samples comprise black samples and white...

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Bibliographische Detailangaben
Hauptverfasser: HAN YUXIANG, DONG QIJIANG, SHAN JIARUN, ZHENG HONG
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:The invention relates to a family violence recognition method and system, electronic equipment and a storage medium, and belongs to the technical field of machine learning, the method comprises the steps that samples and feature data thereof are acquired, the samples comprise black samples and white samples, the black samples indicate that family violence events have been experienced, and the white samples indicate that the family violence events have not been experienced; calculating a feature importance degree based on each sample and the feature data thereof, and screening the feature data according to the feature importance degree to obtain a first feature set; constructing an SCM graph based on the feature data in the first feature set, and screening the feature data according to the SCM graph to obtain a second feature set; and establishing a supervised model according to the feature data in the second feature set, and identifying family violence through the supervised model. In the embodiment of the in