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Merge pull request #43 from abarton51/musicnet_preprocessing
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Update midterm.md
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abarton51 authored Nov 14, 2023
2 parents e326ec2 + a62724f commit 1e2e710
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12 changes: 6 additions & 6 deletions tabs/midterm.md
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Expand Up @@ -144,31 +144,31 @@ In any case, the smaller dataset and smaller model resulted in severely degraded

F1 Scores, confusion matrix, etc.

<img src="../assets/images/gtzan-accuracy-3sec.JPG" alt="drawing" width="200"/>
<img src="../assets/images/gtzan-accuracy-3sec.JPG" alt="drawing" width="400"/>

- Confusion Matrix:

<img src="../assets/images/gtzan_mlp_3secs_confmatrix.png" alt="drawing" width="200"/>
<img src="../assets/images/gtzan_mlp_3secs_confmatrix.png" alt="drawing" width="400"/>

- Loss:

<img src="../assets/images/gtzan_mlp_3secs_loss.png" alt="drawing" width="200"/>
<img src="../assets/images/gtzan_mlp_3secs_loss.png" alt="drawing" width="400"/>



**Quantitative metrics**: 30-second samples

F1 Scores, confusion matrix, etc.

<img src="../assets/images/gtzan-accuracy-30sec.JPG" alt="drawing" width="200"/>
<img src="../assets/images/gtzan-accuracy-30sec.JPG" alt="drawing" width="400"/>

- Confusion Matrix:

<img src="../assets/images/gtzan-30sec-confmatrix.png" alt="drawing" width="200"/>
<img src="../assets/images/gtzan-30sec-confmatrix.png" alt="drawing" width="400"/>

- Loss:

<img src="../assets/images/gtzan_mlp_30secs_loss.png" alt="drawing" width="200"/>
<img src="../assets/images/gtzan_mlp_30secs_loss.png" alt="drawing" width="400"/>


### Discussion
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