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autotrain-Adult-934630783
rajistics/autotrain-Adult-934630783
autotrain-Adult-934630783 is a tabular classification model from rajistics. Use it for the tabular classification task on the model card, and read the license before you ship it in a product. It is set up for transformers.
- Problem type: Binary Classification - Model ID: 934630783 - CO2 Emissions (in grams): 38.42484725553464
All-time downloads
358
Public
Repo size
638 MB
Likes
2
Public
Repo makeup
Click a slice to open those files.
.joblib638 MB · 100%
At a glance
- Task
- Tabular Classification
- Library
- transformers
- Model type
- extra_trees
- Access
- Public
- Created
- May 31, 2022
- Updated
- May 31, 2022
- SHA
- 556407ea
Datasets
Model card
From the Hugging Face model README
Model Trained Using AutoTrain
- Problem type: Binary Classification
- Model ID: 934630783
- CO2 Emissions (in grams): 38.42484725553464
Validation Metrics
- Loss: 0.2984429822985684
- Accuracy: 0.8628221244500315
- Precision: 0.7873263888888888
- Recall: 0.5908794788273616
- AUC: 0.9182195921357326
- F1: 0.6751023446222553
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 Classification
- Library
- transformers
- Type
- extra_trees
- Created
- May 31, 2022
- Updated
- May 31, 2022