GPA_Prediction_Fitness_RF

This repository contains standardized GPA and fitness data (N = 2984), full machine learning scripts (RF/MLP/OLS), SHAP summary values, and PDP visualization.

Publication Details

Journal
Open Science Framework
Published
2025-01-01
DOI
https://doi.org/10.17605/osf.io/muta8
Primary Topic
Evolutionary Algorithms and Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
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article

GPA_Prediction_Fitness_RF

Open Science Framework
Evolutionary Algorithms and Applications
article

GPA_Prediction_Fitness_RF

article en

Abstract

This repository contains standardized GPA and fitness data (N = 2984), full machine learning scripts (RF/MLP/OLS), SHAP summary values, and PDP visualization.

Open Science Framework
Openalex Percentile: Top 78%
Evolutionary Algorithms and Applications
DOIOpen Access PDFOpenAlex
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GPA_Prediction_Fitness_RF · Open Science Framework (2025) | TGRS Research Map | TGRS