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autotrain-goddy3-40913105966
wangdy/autotrain-goddy3-40913105966
autotrain-goddy3-40913105966 is a tabular regression model from wangdy. 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: 40913105966 - CO2 Emissions (in grams): 5.6425
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.joblib3.2 MB · 100%
At a glance
- Task
- Tabular Regression
- Library
- transformers
- Model type
- xgboost
- Access
- Public
- Created
- Mar 14, 2023
- Updated
- Mar 14, 2023
- SHA
- 8361efc2
Datasets
Model card
From the Hugging Face model README
Model Trained Using AutoTrain
- Problem type: Single Column Regression
- Model ID: 40913105966
- CO2 Emissions (in grams): 5.6425
Validation Metrics
- Loss: 1.510
- R2: 0.940
- MSE: 2.280
- MAE: 0.194
- RMSLE: 0.061
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 14, 2023
- Updated
- Mar 14, 2023