Graduation Likelihood Neural Network

Antares023/Kelulusan_Mahasiswa_ANNPublic

README.md

A machine learning classification model utilizing Artificial Neural Networks to forecast student graduation timelines based on GPA trends, course credits, and attendance.

PythonANNData ScienceScikit-Learn

Project Visual Overview

Graduation Likelihood Neural Network Screenshot 1

Graduation Likelihood Neural Network Screenshot 2

Graduation Likelihood Neural Network Screenshot 3

Key Highlights

✓Multi-Layer Perceptron (MLP) architecture tuned for tabular student data
✓Data preprocessing pipeline handling missing records and normalization
✓Model evaluation achieving >88% prediction accuracy

About

Artificial Neural Network predicting university student graduation outcomes.

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Languages

Python

cd ~/projects