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rea-ridge
maitelizarraga/rea-ridge
rea-ridge is a tabular regression model from maitelizarraga. Use it for the tabular regression task on the model card, and read the license before you ship it in a product.
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Public
Updated Sep 3, 2024
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6.6 KB
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.joblib6.6 KB · 70%
At a glance
- Task
- Tabular Regression
- Access
- Public
- Created
- Sep 3, 2024
- Updated
- Sep 3, 2024
- SHA
- 5af20a46
Datasets
Model card
From the Hugging Face model README
Model Trained Using AutoTrain
- Problem type: Tabular regression
Validation Metrics
- r2: 0.19049946745813506
- mse: 2090173568.9542394
- mae: 38517.69777526885
- rmse: 45718.41608098688
- rmsle: 0.22010094141328534
- loss: 45718.41608098688
Best Params
- alpha: 0.0007335286293009105
- fit_intercept: True
- max_iter: 9736
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]
predictions = model.predict(data) # or model.predict_proba(data)
# predictions can be converted to original labels using label_encoders.pkl
- Task
- Tabular Regression
- Created
- Sep 3, 2024
- Updated
- Sep 3, 2024