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README.md
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- f1
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- confusion_matrix
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- code_eval
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---
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# Cough Classification Model
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- f1
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- confusion_matrix
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- code_eval
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library_name: keras
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model-index:
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- name: CoughVid-Classifier
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results:
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- task:
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type: audio-classification
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name: Cough Classification
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dataset:
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type: coughvid
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name: CoughVid Dataset (Balanced Test)
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split: test
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metrics:
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- name: accuracy
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type: accuracy
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value: 0.367
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verified: true
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- name: auc_COVID-19
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type: auc
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value: 0.603
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verified: true
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- name: auc_healthy
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type: auc
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value: 0.564
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verified: true
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- name: auc_symptomatic
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type: auc
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value: 0.465
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verified: true
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- task:
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type: audio-classification
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name: Class-Specific Performance
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dataset:
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type: coughvid
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name: CoughVid Dataset
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split: test
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metrics:
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- name: f1_healthy
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type: f1
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value: 0.410
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verified: true
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- name: f1_COVID-19
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type: f1
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value: 0.400
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verified: true
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- name: f1_symptomatic
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type: f1
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value: 0.269
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verified: true
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- name: healthy_accuracy
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type: accuracy
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value: 0.533
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verified: true
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- name: COVID-19_accuracy
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type: accuracy
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value: 0.333
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verified: true
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- name: symptomatic_accuracy
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type: accuracy
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value: 0.233
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verified: true
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---
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# Cough Classification Model
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