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Perceptron Classifier
The foundational linear classifier with online weight updates
Training Configuration
Converged in 5 epochs · 13 updates · accuracy 100.0%
Add Point
| x | y | label | |
|---|---|---|---|
| 1 | 1 | A | |
| 2 | 1 | A | |
| 1.5 | 2 | A | |
| 2 | 2.5 | A | |
| 5 | 5 | B | |
| 6 | 4.5 | B | |
| 5.5 | 6 | B | |
| 6.5 | 5.5 | B |
A
B
Training Metrics
100.0%
Accuracy
100.0%
Precision (macro)
100.0%
Recall (macro)
100.0%
F1 (macro)
Confusion Matrix
| actual ＼ pred | A | B |
|---|---|---|
| A | 4 | 0 |
| B | 0 | 4 |