Tabular Classification
Scikit-learn
logistic-regression
ai-governance
model-card
fairlearn
credit-risk
fairness
calibration
Instructions to use drdavidprivacy/limitwise-model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Scikit-learn
How to use drdavidprivacy/limitwise-model with Scikit-learn:
from huggingface_hub import hf_hub_download import joblib model = joblib.load( hf_hub_download("drdavidprivacy/limitwise-model", "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
Download limitwise_v2_Inside.csv from drdavidprivacy/limitwise-model: direct link, hf CLI and curl.
- Browser
- Download file 3.09 kB
-
https://huggingface.co/drdavidprivacy/limitwise-model/resolve/main/limitwise_v2_Inside.csv
- Command line
-
hf download hf://drdavidprivacy/limitwise-model/limitwise_v2_Inside.csv
-
curl -L -o limitwise_v2_Inside.csv https://huggingface.co/drdavidprivacy/limitwise-model/resolve/main/limitwise_v2_Inside.csv
3.09 kB
| column,weight | |
| BILL_AMT1,-0.222891 | |
| BILL_AMT2,0.222699 | |
| BILL_AMT3,0.105858 | |
| BILL_AMT4,0.067781 | |
| BILL_AMT5,0.026107 | |
| BILL_AMT6,-0.09763 | |
| LIMIT_BAL,-0.18064 | |
| PAID_1_no balance,0.051492 | |
| PAID_1_paid in full,0.022724 | |
| PAID_1_paid nothing,0.070735 | |
| PAID_1_paid part,-0.090565 | |
| PAID_2_no balance,0.029314 | |
| PAID_2_paid in full,-0.000319 | |
| PAID_2_paid nothing,0.049889 | |
| PAID_2_paid part,-0.045158 | |
| PAID_3_no balance,-0.013308 | |
| PAID_3_paid in full,-0.07626 | |
| PAID_3_paid nothing,0.112918 | |
| PAID_3_paid part,0.011199 | |
| PAID_4_no balance,0.101481 | |
| PAID_4_paid in full,0.022454 | |
| PAID_4_paid nothing,0.03024 | |
| PAID_4_paid part,-0.107248 | |
| PAID_5_no balance,0.003222 | |
| PAID_5_paid in full,-0.089231 | |
| PAID_5_paid nothing,0.056609 | |
| PAID_5_paid part,0.041324 | |
| PAY_AMT1,-0.163249 | |
| PAY_AMT2,-0.131104 | |
| PAY_AMT3,-0.005409 | |
| PAY_AMT4,-0.011886 | |
| PAY_AMT5,-0.010192 | |
| PAY_AMT6,-0.010199 | |
| PAY_RATIO_RECENT,-0.014745 | |
| STATUS_0_delay of 1 month,0.046007 | |
| STATUS_0_delay of 2 months,0.455167 | |
| STATUS_0_delay of 3 months,0.135642 | |
| STATUS_0_delay of 4 months,0.045946 | |
| STATUS_0_delay of 5 months,0.00322 | |
| STATUS_0_delay of 6 months,-0.000302 | |
| STATUS_0_delay of 7 months,0.027682 | |
| STATUS_0_delay of 8 months,-0.039893 | |
| "STATUS_0_no delinquency recorded, code undefined",-0.295417 | |
| STATUS_0_paid duly,-0.040409 | |
| STATUS_2_delay of 1 month,-0.01722 | |
| STATUS_2_delay of 2 months,0.025344 | |
| STATUS_2_delay of 3 months,0.005315 | |
| STATUS_2_delay of 4 months,-0.042458 | |
| STATUS_2_delay of 5 months,0.014957 | |
| STATUS_2_delay of 6 months,-0.006665 | |
| STATUS_2_delay of 7 months,-0.046988 | |
| STATUS_2_delay of 8 months,-0.503964 | |
| "STATUS_2_no delinquency recorded, code undefined",0.042568 | |
| STATUS_2_paid duly,-0.055759 | |
| STATUS_3_delay of 1 month,-0.16668 | |
| STATUS_3_delay of 2 months,0.088602 | |
| STATUS_3_delay of 3 months,0.016489 | |
| STATUS_3_delay of 4 months,-0.011653 | |
| STATUS_3_delay of 5 months,-0.01057 | |
| STATUS_3_delay of 6 months,0.178929 | |
| STATUS_3_delay of 7 months,-0.000649 | |
| STATUS_3_delay of 8 months,-0.000163 | |
| "STATUS_3_no delinquency recorded, code undefined",-0.021566 | |
| STATUS_3_paid duly,-0.058559 | |
| STATUS_4_delay of 1 month,0.149133 | |
| STATUS_4_delay of 2 months,0.049861 | |
| STATUS_4_delay of 3 months,-0.019237 | |
| STATUS_4_delay of 4 months,-0.003551 | |
| STATUS_4_delay of 5 months,-0.133926 | |
| STATUS_4_delay of 6 months,-0.12288 | |
| STATUS_4_delay of 7 months,-0.146668 | |
| STATUS_4_delay of 8 months,0.005105 | |
| "STATUS_4_no delinquency recorded, code undefined",-0.022964 | |
| STATUS_4_paid duly,0.020762 | |
| STATUS_5_delay of 2 months,0.064176 | |
| STATUS_5_delay of 3 months,-0.008719 | |
| STATUS_5_delay of 4 months,-0.01678 | |
| STATUS_5_delay of 5 months,0.040291 | |
| STATUS_5_delay of 6 months,0.05127 | |
| STATUS_5_delay of 7 months,0.152358 | |
| STATUS_5_delay of 8 months,0.005105 | |
| "STATUS_5_no delinquency recorded, code undefined",0.002163 | |
| STATUS_5_paid duly,-0.066668 | |
| STATUS_6_delay of 2 months,0.042998 | |
| STATUS_6_delay of 3 months,0.048228 | |
| STATUS_6_delay of 4 months,0.019296 | |
| STATUS_6_delay of 5 months,0.00227 | |
| STATUS_6_delay of 6 months,0.013758 | |
| STATUS_6_delay of 7 months,-0.025146 | |
| STATUS_6_delay of 8 months,0.005105 | |
| "STATUS_6_no delinquency recorded, code undefined",-0.080771 | |
| STATUS_6_paid duly,0.051982 | |
| UTIL_RECENT,0.133055 | |
| (intercept),-0.230939 | |