AI-Based Data Analysis and Robust Decisions
القرار المتين بتحليل البيانات بالذكاء الاصطناعي
AI Decision Tree Model Analysis
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Load Data
Display Data
Preprocess Table
Set Training Options
Train DTree Model
Confusion Matrix
Decision Tree
Analyze DTree
Statistics
Display Statistics
Generate Report
Save Report
Load Data File
Choose File (CSV, XLSX, JSON)
Data Table
Preprocessing Settings
Target Column:
Split Level (0-1):
Criterion:
Gini
Entropy
Max Depth:
Epochs:
Learning Rate:
Tree Direction:
Bottom to Top
Top to Bottom
Left to Right
Right to Left
Node Color:
Leaf Color:
Stroke Color:
Stroke Width:
Node Shape:
Circle
Square
Diamond
Column Settings
Training Progress
0%
Confusion Matrix
Decision Tree Visualization
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Zoom Out
Reset
Rotate
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Decision Tree Analysis
Statistical Analysis Setup
Dependent Variables (DV)
Independent Variables (IV)
Statistical Results
Analysis Report