تفاصيل العمل

? Egypt Used Car Price Classification — Complete Orange Data Mining Project

A fully working, error-free Orange Data Mining workflow that classifies used cars in Egypt into 4 price tiers (Budget, Affordable, Mid-Range, Premium) using machine learning.

? What's included:

• Clean dataset: 8,831 cars × 12 features (.tab + .csv)

• 6 ML models trained in parallel: kNN, Decision Tree, Random Forest, SVM, Naive Bayes, Logistic Regression

• Full evaluation: Accuracy, AUC, F1, Confusion Matrix, ROC Curves, Lift Curve

• Ready-to-run .ows workflow (Orange 3.34+, zero errors)

• 12-slide PowerPoint presentation

• Detailed PDF project guide

Perfect for Data Science students, graduation projects, or anyone learning Orange Data Mining with a real-world dataset.

بطاقة العمل

اسم المستقل
عدد الإعجابات
0
تاريخ الإضافة
تاريخ الإنجاز
المهارات