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autotrain-numeric_prediction-40376105019
bibekbehera/autotrain-numeric_prediction-40376105019
autotrain-numeric_prediction-40376105019 is a tabular regression model from bibekbehera. Use it for the tabular regression task on the model card, and read the license before you ship it in a product. It is set up for transformers.
- Problem type: Single Column Regression - Model ID: 40376105019 - CO2 Emissions (in grams): 0.0988
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51.1 MB
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.joblib51.1 MB · 100%
At a glance
- Task
- Tabular Regression
- Library
- transformers
- Model type
- xgboost
- Access
- Public
- Created
- Mar 11, 2023
- Updated
- Mar 11, 2023
- SHA
- 2db82b80
Model card
From the Hugging Face model README
Model Trained Using AutoTrain
- Problem type: Single Column Regression
- Model ID: 40376105019
- CO2 Emissions (in grams): 0.0988
Validation Metrics
- Loss: 0.152
- R2: 0.659
- MSE: 0.023
- MAE: 0.062
- RMSLE: 0.105
Usage
import json
import joblib
import pandas as pd
model = joblib.load('model.joblib')
config = json.load(open('config.json'))
features = config['features']
# data = pd.read_csv("data.csv")
data = data[features]
data.columns = ["feat_" + str(col) for col in data.columns]
predictions = model.predict(data) # or model.predict_proba(data)
- Task
- Tabular Regression
- Library
- transformers
- Type
- xgboost
- Created
- Mar 11, 2023
- Updated
- Mar 11, 2023