Update README.md
Browse files
README.md
CHANGED
|
@@ -16,6 +16,66 @@ metrics:
|
|
| 16 |
- f1
|
| 17 |
- confusion_matrix
|
| 18 |
- code_eval
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 19 |
---
|
| 20 |
|
| 21 |
# Cough Classification Model
|
|
|
|
| 16 |
- f1
|
| 17 |
- confusion_matrix
|
| 18 |
- code_eval
|
| 19 |
+
library_name: keras
|
| 20 |
+
model-index:
|
| 21 |
+
- name: CoughVid-Classifier
|
| 22 |
+
results:
|
| 23 |
+
- task:
|
| 24 |
+
type: audio-classification
|
| 25 |
+
name: Cough Classification
|
| 26 |
+
dataset:
|
| 27 |
+
type: coughvid
|
| 28 |
+
name: CoughVid Dataset (Balanced Test)
|
| 29 |
+
split: test
|
| 30 |
+
metrics:
|
| 31 |
+
- name: accuracy
|
| 32 |
+
type: accuracy
|
| 33 |
+
value: 0.367
|
| 34 |
+
verified: true
|
| 35 |
+
- name: auc_COVID-19
|
| 36 |
+
type: auc
|
| 37 |
+
value: 0.603
|
| 38 |
+
verified: true
|
| 39 |
+
- name: auc_healthy
|
| 40 |
+
type: auc
|
| 41 |
+
value: 0.564
|
| 42 |
+
verified: true
|
| 43 |
+
- name: auc_symptomatic
|
| 44 |
+
type: auc
|
| 45 |
+
value: 0.465
|
| 46 |
+
verified: true
|
| 47 |
+
- task:
|
| 48 |
+
type: audio-classification
|
| 49 |
+
name: Class-Specific Performance
|
| 50 |
+
dataset:
|
| 51 |
+
type: coughvid
|
| 52 |
+
name: CoughVid Dataset
|
| 53 |
+
split: test
|
| 54 |
+
metrics:
|
| 55 |
+
- name: f1_healthy
|
| 56 |
+
type: f1
|
| 57 |
+
value: 0.410
|
| 58 |
+
verified: true
|
| 59 |
+
- name: f1_COVID-19
|
| 60 |
+
type: f1
|
| 61 |
+
value: 0.400
|
| 62 |
+
verified: true
|
| 63 |
+
- name: f1_symptomatic
|
| 64 |
+
type: f1
|
| 65 |
+
value: 0.269
|
| 66 |
+
verified: true
|
| 67 |
+
- name: healthy_accuracy
|
| 68 |
+
type: accuracy
|
| 69 |
+
value: 0.533
|
| 70 |
+
verified: true
|
| 71 |
+
- name: COVID-19_accuracy
|
| 72 |
+
type: accuracy
|
| 73 |
+
value: 0.333
|
| 74 |
+
verified: true
|
| 75 |
+
- name: symptomatic_accuracy
|
| 76 |
+
type: accuracy
|
| 77 |
+
value: 0.233
|
| 78 |
+
verified: true
|
| 79 |
---
|
| 80 |
|
| 81 |
# Cough Classification Model
|