Smart Dataset Upload
Upload tabular datasets and let ApherAI guide the user through validation, cleaning, type checking, and dataset readiness.
ApherAI Pro End-to-End Machine Learning Platform
ApherAI helps users move from raw tabular data to trained, evaluated, explainable, and exportable machine learning results through one guided and usable workflow.
Live Workflow
ApherAI Pipeline
Ready
Dataset Uploaded
Rows, columns, types and preview are detected.
Validation Completed
Warnings and suggestions are shown clearly.
Models Trained
Multiple classifiers are compared by key metrics.
XAI Generated
SHAP, LIME, PIA and DiCE explain the model.
Core Capabilities
Everything needed for a complete ML workflow
The interface is designed to keep advanced machine learning steps understandable, flexible, and easy to follow from beginning to end.
Preprocessing & Imputation
Handle missing values using numerical and categorical strategies, with clear previews and user-friendly workflow decisions.
Feature Selection
Support general and per-model feature selection with ranking, manual selection, Auto-K workflows, and flexible configuration.
Model Training & Comparison
Train and compare multiple ML models using accuracy, precision, recall, F1-score, AUC, confusion matrices, and diagnostics.
Explainable AI
Explain model behavior using PIA, SHAP, LIME, and DiCE to make predictions more transparent and understandable.
Reports & Export
Generate professional workflow reports and export results so the full ML process can be reviewed, shared, and documented.
Application Demo
Watch ApherAI in action
This section displays the project video directly from YouTube, so visitors can understand the application without leaving the page.
Project Team
Team members and supervisors
Replace the placeholder names and photos with the real team information before publishing the page.
Team Members
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Team Member
Abdulmajeed ALREMALI
Software Engineering
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Team Member
Mert ÖZDEMIR
Software Engineering
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Team Member
Yaren DINÇ
Software Engineering
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Team Member
Bekir YILDIRIM
Software Engineering
Supervision
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Supervisor
Assoc. Prof. Dr. Hilal Arslan
Project Supervisor
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Assistant
Res. Asst. Pelin Nur Çöl
Project Assistant
Download the full application project
Get the complete ApherAI project files through the download button below.