Model Performance
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Accuracy
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Precision
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Recall
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F1 Score
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grid_on Confusion Matrix — Test Set (24,847 emails)
Predicted Classification
Actual Label
Is Spam
Not Spam
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True Positive
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False Negative
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False Positive
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True Negative
show_chart Training History (20 Epochs)
Accuracy
Val Accuracy
ssid_chart ROC Curve
AUC: 0.991False Positive Rate
True Positive Rate
bar_chart Feature Importance
Spam Keywords Count
0.34
Sender Reputation Score
0.28
URL Density
0.15
Attachment Type Flag
0.12
Header Anomaly
0.08
table_chart Recent Detection Results
| Email ID | Sender | Subject Preview | Predicted Label | Score | Result | Timestamp |
|---|---|---|---|---|---|---|
| #EQ-891A | admin@secure-billing-update.com | URGENT: Your account will be suspended... | Spam | 0.998 | check_circle Correct | 10:42 AM |
| #EQ-891B | hr@internal-corp.net | Q3 Performance Review Schedule | Not Spam | 0.012 | check_circle Correct | 10:38 AM |
| #EQ-891C | newsletter@marketing-weekly.io | Top 10 Growth Hacks for 2024 | Spam | 0.512 | cancel False Positive | 10:15 AM |
| #EQ-891D | info@global-logistics-track.com | Track your recent package delivery #991... | Spam | 0.887 | check_circle Correct | 09:55 AM |