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PersonalityPrediction

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tmdeptrai3012 commited on Jul 8

Commit

c977c3d

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1 Parent(s): 3af2be9

Sync Model

Files changed (9) hide show

.gitattributes CHANGED Viewed

@@ -34,3 +34,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 Model/personality_pipeline.skops filter=lfs diff=lfs merge=lfs -text

 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 Model/personality_pipeline.skops filter=lfs diff=lfs merge=lfs -text
+Figures/pair_plot.png filter=lfs diff=lfs merge=lfs -text

Figures/box_plots.png ADDED Viewed

Figures/class_distribution.png ADDED Viewed

Figures/confusion_matrix.png ADDED Viewed

Figures/correlation_heatmap.png ADDED Viewed

Figures/feature_importance_plot.png ADDED Viewed

Figures/metrics.txt ADDED Viewed

+### Classification Report
+|              |   precision |   recall |   f1-score |   support |
+|:-------------|------------:|---------:|-----------:|----------:|
+| Extrovert    |        0.91 |     0.89 |        0.9 |     298   |
+| Introvert    |        0.89 |     0.91 |        0.9 |     282   |
+| accuracy     |        0.9  |     0.9  |        0.9 |       0.9 |
+| macro avg    |        0.9  |     0.9  |        0.9 |     580   |
+| weighted avg |        0.9  |     0.9  |        0.9 |     580   |

Figures/pair_plot.png ADDED Viewed

Figures/roc_curve.png ADDED Viewed