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autotrain-numeric_prediction-40376105012
bibekbehera/autotrain-numeric_prediction-40376105012
autotrain-numeric_prediction-40376105012 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: 40376105012 - CO2 Emissions (in grams): 27.4692
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376
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Repo size
23.9 MB
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5
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Repo makeup
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.joblib23.9 MB · 100%
At a glance
- Task
- Tabular Regression
- Library
- transformers
- Model type
- extra_trees
- Access
- Public
- Created
- Mar 11, 2023
- Updated
- Mar 11, 2023
- SHA
- 4ae37f92
Model card
From the Hugging Face model README
Model Trained Using AutoTrain
- Problem type: Single Column Regression
- Model ID: 40376105012
- CO2 Emissions (in grams): 27.4692
Validation Metrics
- Loss: 0.211
- R2: 0.339
- MSE: 0.045
- MAE: 0.104
- RMSLE: 0.145
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
- extra_trees
- Created
- Mar 11, 2023
- Updated
- Mar 11, 2023