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autotrain-test7-2644pc-linearregr-38619101723
farouk97/autotrain-test7-2644pc-linearregr-38619101723
autotrain-test7-2644pc-linearregr-38619101723 is a tabular regression model from farouk97. 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: 38619101723 - CO2 Emissions (in grams): 3.8017
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Repo size
2.8 MB
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.joblib2.8 MB · 100%
At a glance
- Task
- Tabular Regression
- Library
- transformers
- Model type
- random_forest
- Access
- Public
- Created
- Mar 3, 2023
- Updated
- Mar 3, 2023
- SHA
- c0ac6a10
Model card
From the Hugging Face model README
Model Trained Using AutoTrain
- Problem type: Single Column Regression
- Model ID: 38619101723
- CO2 Emissions (in grams): 3.8017
Validation Metrics
- Loss: 0.145
- R2: 0.000
- MSE: 0.021
- MAE: 0.099
- RMSLE: 0.101
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
- random_forest
- Created
- Mar 3, 2023
- Updated
- Mar 3, 2023