Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +46 -0
- config.json +3 -0
- model.joblib +3 -0
.gitattributes
CHANGED
@@ -30,3 +30,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
30 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
31 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
32 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
30 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
31 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
32 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
33 |
+
*.bin.* filter=lfs diff=lfs merge=lfs -text
|
34 |
+
*.tar.gz filter=lfs diff=lfs merge=lfs -text
|
35 |
+
*.json filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
tags:
|
3 |
+
- autotrain
|
4 |
+
- tabular
|
5 |
+
- classification
|
6 |
+
- tabular-classification
|
7 |
+
datasets:
|
8 |
+
- pachi107/autotrain-data-in-class-test
|
9 |
+
co2_eq_emissions:
|
10 |
+
emissions: 3.1621916284030838
|
11 |
+
---
|
12 |
+
|
13 |
+
# Model Trained Using AutoTrain
|
14 |
+
|
15 |
+
- Problem type: Binary Classification
|
16 |
+
- Model ID: 1780161764
|
17 |
+
- CO2 Emissions (in grams): 3.1622
|
18 |
+
|
19 |
+
## Validation Metrics
|
20 |
+
|
21 |
+
- Loss: 0.044
|
22 |
+
- Accuracy: 0.974
|
23 |
+
- Precision: 1.000
|
24 |
+
- Recall: 0.930
|
25 |
+
- AUC: 1.000
|
26 |
+
- F1: 0.964
|
27 |
+
|
28 |
+
## Usage
|
29 |
+
|
30 |
+
```python
|
31 |
+
import json
|
32 |
+
import joblib
|
33 |
+
import pandas as pd
|
34 |
+
|
35 |
+
model = joblib.load('model.joblib')
|
36 |
+
config = json.load(open('config.json'))
|
37 |
+
|
38 |
+
features = config['features']
|
39 |
+
|
40 |
+
# data = pd.read_csv("data.csv")
|
41 |
+
data = data[features]
|
42 |
+
data.columns = ["feat_" + str(col) for col in data.columns]
|
43 |
+
|
44 |
+
predictions = model.predict(data) # or model.predict_proba(data)
|
45 |
+
|
46 |
+
```
|
config.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a677993731c201cdb9a65cf7a547bb549f4a13f4f5863c0a725c38a0bfff2834
|
3 |
+
size 658
|
model.joblib
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6d0fe75ec812a6691b07946c60dfe6c05ac77648f99736b72964ce915751c9aa
|
3 |
+
size 298577
|