Commit From AutoTrain
Browse files- .gitattributes +3 -0
- README.md +46 -0
- config.json +1 -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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- Kluuking/autotrain-data-flight-delay
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co2_eq_emissions:
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emissions: 3.325994852017075
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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: 3621096840
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- CO2 Emissions (in grams): 3.3260
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## Validation Metrics
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- Loss: 0.531
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- Accuracy: 0.748
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- Precision: 0.609
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- Recall: 0.174
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- AUC: 0.690
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- F1: 0.271
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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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{"features": ["Flight", "DayOfWeek", "Time", "Length", "Airline", "AirportFrom", "AirportTo"], "targets": ["target"], "model_type": "xgboost", "target_mapping": {"0": 0, "1": 1}}
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model.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:7a8c8ada242404a022f014df2cff673bc0bbbabd3260906258d028cc8be1156d
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size 1868485
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