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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- pcoloc/autotrain-data-600-dragino
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co2_eq_emissions:
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emissions: 0.12762962748859905
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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: 1839063122
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- CO2 Emissions (in grams): 0.1276
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## Validation Metrics
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- Loss: 93.595
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- R2: 0.502
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- MSE: 8760.052
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- MAE: 77.527
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- RMSLE: 0.445
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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:a37b09a41eefef30b62bab5c492b998159de65b4078b6bf2d21c2add911f6f36
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size 137
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model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:3f080f8407371627197bf147646285ebf6fca0e04437941eced76aad119ca5c2
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size 7194
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