Analysis of Factors Affecting Purchase of Self-Defense Tools among Women: A Machine Learning Ensemble Approach

Analysis of Factors Affecting Purchase of Self-Defense Tools among Women: A Machine Learning Ensemble Approach

Street crime is one of the world’s top concerns and a surge in cases has alarmed people, particularly women. Related studies and recent news have provided proof that women are the target for crimes and violence at home, outdoors, and even in the workplace. To guarantee protection, self-defense tools...

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Bibliographic Details
Main Authors: Rianina D. Borres, Ardvin Kester S. Ong, Tyrone Wyeth O. Arceno, Allyza R. Padagdag, Wayne Ralph Lee B. Sarsagat, Hershey Reina Mae S. Zuñiga, Josephine D. German
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
deep learning neural network
Protection Motivation Theory
safety tools
self-defense
safety
random forest classifier
Online Access:https://www.mdpi.com/2076-3417/13/5/3003

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