Tabular Classification
Scikit-learn
logistic-regression
ai-governance
model-card
fairlearn
public-sector
outreach
fairness
Instructions to use dr-lt/reachfirstmodel with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Scikit-learn
How to use dr-lt/reachfirstmodel with Scikit-learn:
from huggingface_hub import hf_hub_download import joblib model = joblib.load( hf_hub_download("dr-lt/reachfirstmodel", "sklearn_model.joblib") ) # only load pickle files from sources you trust # read more about it here https://skops.readthedocs.io/en/stable/persistence.html - Notebooks
- Google Colab
- Kaggle
File size: 1,880 Bytes
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age,-0.307913
capital-gain,-2.241787
capital-loss,-0.244568
capital_gain_topcoded_0,0.069122
capital_gain_topcoded_1,0.004378
education_10th,0.780588
education_11th,0.77732
education_12th,0.438019
education_1st-4th,0.779267
education_5th-6th,0.951605
education_7th-8th,1.194875
education_9th,1.011713
education_Assoc-acdm,-0.400476
education_Assoc-voc,-0.354607
education_Bachelors,-0.963726
education_Doctorate,-1.63664
education_HS-grad,0.093817
education_Masters,-1.226999
education_Preschool,0.475001
education_Prof-school,-1.588695
education_Some-college,-0.257561
hours-per-week,-0.337606
marital-status_Divorced,0.359708
marital-status_Married-AF-spouse,-0.603689
marital-status_Married-civ-spouse,-1.331831
marital-status_Married-spouse-absent,0.191064
marital-status_Never-married,0.757608
marital-status_Separated,0.289197
marital-status_Widowed,0.411442
occupation_?,0.275404
occupation_Adm-clerical,-0.077988
occupation_Armed-Forces,-0.101363
occupation_Craft-repair,-0.120038
occupation_Exec-managerial,-0.854137
occupation_Farming-fishing,0.877284
occupation_Handlers-cleaners,0.624237
occupation_Machine-op-inspct,0.268241
occupation_Other-service,0.78184
occupation_Priv-house-serv,0.497719
occupation_Prof-specialty,-0.672945
occupation_Protective-serv,-0.448609
occupation_Sales,-0.369173
occupation_Tech-support,-0.618966
occupation_Transport-moving,0.011993
relationship_model_Not-in-family,-0.346824
relationship_model_Other-relative,0.436608
relationship_model_Own-child,0.611011
relationship_model_Spouse,-0.717949
relationship_model_Unmarried,0.090653
workclass_?,0.272364
workclass_Federal-gov,-0.578232
workclass_Local-gov,0.040534
workclass_Never-worked,0.00304
workclass_Private,-0.08277
workclass_Self-emp-inc,-0.313345
workclass_Self-emp-not-inc,0.405848
workclass_State-gov,0.220326
workclass_Without-pay,0.105734
(intercept),2.818319
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