Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +45 -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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- regression
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- tabular-regression
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datasets:
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- Robertooo/autotrain-data-hmaet
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co2_eq_emissions:
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emissions: 0.30327638531180195
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---
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# Model Trained Using AutoTrain
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- Problem type: Single Column Regression
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- Model ID: 2037366891
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- CO2 Emissions (in grams): 0.3033
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## Validation Metrics
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- Loss: 0.067
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- R2: 0.486
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- MSE: 0.005
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- MAE: 0.055
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- RMSLE: 0.036
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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 sha256:0aad9f9c9d12801786a08a9a1fc93b1d9ccd17f4449d7537b2173b7e610bfb26
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size 118
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model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:2a5e60eb57553f96b1872ef5d032c62fd5ccb9e2c91d74db3cfb1359fdef379e
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size 2954
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