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Update Готовые модели.ipynb
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Nastya1337 authored Oct 24, 2024
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5 changes: 1 addition & 4 deletions Готовые модели.ipynb
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"id": "d2d6eb00-77fd-40dc-a3c5-35c1fe0200c0",
"metadata": {},
"source": [
"## Экспериментируйте\n",
"Для получения лучшего качества придется поэкспериментировать. Подсказка: попробуйте оптимизировать гиперпараметры модели",
"## Вывод \n",
" Creditability Account_Balance Duration_of_Credit_monthly Payment_Status_of_Previous_Credit ... Occupation No_of_dependents Telephone Foreign_Worker \n",
" 0 1 1 18 4 ... 3 1 1 1 \n",
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" 4 1 1 12 4 ... 2 1 1 2 \n",
" \n",
" [5 rows x 21 columns] \n",
" Logistic Regression AUC: 0.7903 ############### AUC > 0.79 \n",
" Logistic Regression AUC: 0.7903 \n",
" Decision Tree AUC: 0.7062 \n",
" K-Nearest Neighbors AUC: 0.5782 \n",
" C:\Users\grifk\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.12_qbz5n2kfra8p0\LocalCache\local-packages\Python312\site-packages\sklearn\linear_model\_logistic.py:469: ConvergenceWarning: lbfgs failed to converge (status=1): \n",
" STOP: TOTAL NO. of ITERATIONS REACHED LIMIT. \n",
" \n",
" Increase the number of iterations (max_iter) or scale the data as shown in: \n",
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