Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +46 -0
- config.json +3 -0
- model.joblib +3 -0
.gitattributes
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README.md
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---
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tags:
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- autotrain
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- tabular
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- classification
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- tabular-classification
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datasets:
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- kem000123/autotrain-data-model1-binary-class
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co2_eq_emissions:
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emissions: 4.092983833698762
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---
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# Model Trained Using AutoTrain
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- Problem type: Binary Classification
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- Model ID: 1843363194
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- CO2 Emissions (in grams): 4.0930
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## Validation Metrics
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- Loss: 0.036
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- Accuracy: 1.000
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- Precision: 1.000
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- Recall: 1.000
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- AUC: 1.000
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- F1: 1.000
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## Usage
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```python
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import json
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import joblib
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import pandas as pd
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model = joblib.load('model.joblib')
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config = json.load(open('config.json'))
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features = config['features']
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# data = pd.read_csv("data.csv")
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data = data[features]
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data.columns = ["feat_" + str(col) for col in data.columns]
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predictions = model.predict(data) # or model.predict_proba(data)
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```
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config.json
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version https://git-lfs.github.com/spec/v1
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oid sha256:a677993731c201cdb9a65cf7a547bb549f4a13f4f5863c0a725c38a0bfff2834
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size 658
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model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:5c6cbaf1a8ae8d752981be275082a772a70253386c8c6dd20c24bf5a3a5419a5
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size 556862
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