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Open access Jul 2026

Comparing Machine Learning and Conventional Statistical Models for Business Decision-Making Precision: Proof from Predictive Analytics

Results indicate that machine learning models outperform the traditional Logistic Regression model in predictive accuracy, with Random Forest achieving the highest accuracy, followed by SVM and Decision Tree and Decision Tree, compared to Logistic Regression.

Divya K, S. K · 0 citations

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