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    "readable" : "Logistic Regression with ridge parameter of 1.0E-8\nCoefficients...\n                                                           Class\nVariable                                              Fully Paid\n================================================================\nloan_amnt                                                     -0\nfunded_amnt                                                    0\nterm=36 months                                            0.3696\nterm=60 months                                           -0.3696\nterm=snaplogic-ml-attribute-unknown                            0\nint_rate                                                 -0.0527\ninstallment                                              -0.0005\nemp_length=10+ years                                      0.0161\nemp_length=< 1 year                                      -0.0135\nemp_length=1 year                                         0.0484\nemp_length=3 years                                        0.0356\nemp_length=8 years                                       -0.0113\nemp_length=9 years                                       -0.0153\nemp_length=4 years                                         0.039\nemp_length=5 years                                        0.0417\nemp_length=6 years                                       -0.0279\nemp_length=2 years                                        0.0405\nemp_length=7 years                                       -0.0103\nemp_length=                                              -0.3546\nemp_length=snaplogic-ml-attribute-unknown                      0\nhome_ownership=RENT                                      -0.0625\nhome_ownership=OWN                                        0.0185\nhome_ownership=MORTGAGE                                   0.0564\nhome_ownership=OTHER                                     -0.4427\nhome_ownership=NONE                                       0.1222\nhome_ownership=snaplogic-ml-attribute-unknown                  0\nannual_inc                                                     0\nverification_status=Verified                              0.0463\nverification_status=Source Verified                       -0.044\nverification_status=Not Verified                         -0.0161\nverification_status=snaplogic-ml-attribute-unknown             0\npurpose=credit_card                                       0.1434\npurpose=car                                               0.1223\npurpose=small_business                                   -0.6919\npurpose=other                                             -0.113\npurpose=wedding                                            0.251\npurpose=debt_consolidation                               -0.0035\npurpose=home_improvement                                 -0.0777\npurpose=major_purchase                                    0.0516\npurpose=medical                                          -0.1491\npurpose=moving                                           -0.0908\npurpose=vacation                                         -0.1029\npurpose=house                                             -0.113\npurpose=renewable_energy                                 -0.3618\npurpose=educational                                      -0.5023\npurpose=snaplogic-ml-attribute-unknown                         0\naddr_state=AZ                                             0.0095\naddr_state=GA                                             0.0598\naddr_state=IL                                             0.1075\naddr_state=CA                                            -0.0134\naddr_state=OR                                             0.1254\naddr_state=NC                                            -0.0312\naddr_state=TX                                             0.1253\naddr_state=VA                                            -0.0082\naddr_state=MO                                            -0.0473\naddr_state=CT                                            -0.0011\naddr_state=UT                                             0.0282\naddr_state=FL                                             -0.157\naddr_state=NY                                            -0.0856\naddr_state=PA                                             0.0284\naddr_state=MN                                             0.0811\naddr_state=NJ                                             -0.169\naddr_state=KY                                             0.0384\naddr_state=OH                                             0.0004\naddr_state=SC                                              0.172\naddr_state=RI                                            -0.0848\naddr_state=LA                                            -0.0436\naddr_state=MA                                            -0.0051\naddr_state=WA                                              0.085\naddr_state=WI                                             0.0656\naddr_state=AL                                            -0.0858\naddr_state=CO                                             0.2541\naddr_state=KS                                             0.2018\naddr_state=NV                                            -0.2336\naddr_state=AK                                             0.2145\naddr_state=MD                                            -0.0537\naddr_state=WV                                             0.3896\naddr_state=VT                                              0.182\naddr_state=MI                                            -0.0606\naddr_state=DC                                             0.5527\naddr_state=SD                                            -0.0536\naddr_state=NH                                             0.2943\naddr_state=AR                                            -0.0586\naddr_state=NM                                            -0.0683\naddr_state=MT                                             0.3011\naddr_state=HI                                             0.0506\naddr_state=WY                                             0.4728\naddr_state=OK                                            -0.0939\naddr_state=DE                                            -0.0042\naddr_state=MS                                            -0.0599\naddr_state=TN                                            -0.1866\naddr_state=IA                                            -0.6891\naddr_state=NE                                            -2.4242\naddr_state=ID                                            -0.1636\naddr_state=IN                                            -0.0731\naddr_state=ME                                             8.3286\naddr_state=snaplogic-ml-attribute-unknown                      0\ngrade=B                                                   0.0353\ngrade=C                                                  -0.0717\ngrade=A                                                   0.1882\ngrade=E                                                  -0.0885\ngrade=F                                                  -0.1009\ngrade=D                                                   -0.106\ngrade=G                                                  -0.0928\ngrade=snaplogic-ml-attribute-unknown                           0\nsub_grade=B2                                              0.0693\nsub_grade=C4                                             -0.1314\nsub_grade=C5                                             -0.1067\nsub_grade=C1                                              0.0116\nsub_grade=B5                                             -0.0722\nsub_grade=A4                                              0.0503\nsub_grade=E1                                             -0.0552\nsub_grade=F2                                             -0.0956\nsub_grade=C3                                             -0.0984\nsub_grade=B1                                              0.0943\nsub_grade=D1                                              -0.123\nsub_grade=A1                                               0.537\nsub_grade=B3                                              0.0684\nsub_grade=B4                                             -0.0425\nsub_grade=C2                                              0.0081\nsub_grade=D2                                             -0.0978\nsub_grade=A3                                              0.1933\nsub_grade=A5                                             -0.0411\nsub_grade=D5                                              -0.033\nsub_grade=A2                                              0.3306\nsub_grade=E4                                             -0.1086\nsub_grade=D3                                             -0.0801\nsub_grade=D4                                             -0.1144\nsub_grade=F3                                             -0.1008\nsub_grade=E3                                             -0.0383\nsub_grade=F4                                             -0.1772\nsub_grade=F1                                             -0.0013\nsub_grade=E5                                             -0.1011\nsub_grade=G4                                              0.2948\nsub_grade=E2                                             -0.1176\nsub_grade=G3                                             -0.2981\nsub_grade=G2                                             -0.0294\nsub_grade=G1                                             -0.1728\nsub_grade=F5                                             -0.2313\nsub_grade=G5                                             -0.0348\nsub_grade=snaplogic-ml-attribute-unknown                       0\nfico_score                                                0.0032\ndti                                                      -0.0148\nIntercept                                                 0.0934\n\n\nOdds Ratios...\n                                                           Class\nVariable                                              Fully Paid\n================================================================\nloan_amnt                                                      1\nfunded_amnt                                                    1\nterm=36 months                                            1.4472\nterm=60 months                                             0.691\nterm=snaplogic-ml-attribute-unknown                            1\nint_rate                                                  0.9486\ninstallment                                               0.9995\nemp_length=10+ years                                      1.0162\nemp_length=< 1 year                                       0.9866\nemp_length=1 year                                         1.0495\nemp_length=3 years                                        1.0363\nemp_length=8 years                                        0.9887\nemp_length=9 years                                        0.9848\nemp_length=4 years                                        1.0397\nemp_length=5 years                                        1.0426\nemp_length=6 years                                        0.9725\nemp_length=2 years                                        1.0413\nemp_length=7 years                                        0.9898\nemp_length=                                               0.7014\nemp_length=snaplogic-ml-attribute-unknown                      1\nhome_ownership=RENT                                       0.9394\nhome_ownership=OWN                                        1.0186\nhome_ownership=MORTGAGE                                   1.0581\nhome_ownership=OTHER                                      0.6423\nhome_ownership=NONE                                         1.13\nhome_ownership=snaplogic-ml-attribute-unknown                  1\nannual_inc                                                     1\nverification_status=Verified                              1.0474\nverification_status=Source Verified                        0.957\nverification_status=Not Verified                           0.984\nverification_status=snaplogic-ml-attribute-unknown             1\npurpose=credit_card                                       1.1542\npurpose=car                                               1.1301\npurpose=small_business                                    0.5006\npurpose=other                                             0.8931\npurpose=wedding                                           1.2853\npurpose=debt_consolidation                                0.9965\npurpose=home_improvement                                  0.9253\npurpose=major_purchase                                    1.0529\npurpose=medical                                           0.8615\npurpose=moving                                            0.9132\npurpose=vacation                                          0.9022\npurpose=house                                             0.8932\npurpose=renewable_energy                                  0.6964\npurpose=educational                                       0.6051\npurpose=snaplogic-ml-attribute-unknown                         1\naddr_state=AZ                                             1.0095\naddr_state=GA                                             1.0616\naddr_state=IL                                             1.1134\naddr_state=CA                                             0.9867\naddr_state=OR                                             1.1336\naddr_state=NC                                             0.9693\naddr_state=TX                                             1.1335\naddr_state=VA                                             0.9918\naddr_state=MO                                             0.9538\naddr_state=CT                                             0.9989\naddr_state=UT                                             1.0286\naddr_state=FL                                             0.8547\naddr_state=NY                                             0.9179\naddr_state=PA                                             1.0288\naddr_state=MN                                             1.0844\naddr_state=NJ                                             0.8445\naddr_state=KY                                             1.0392\naddr_state=OH                                             1.0004\naddr_state=SC                                             1.1877\naddr_state=RI                                             0.9187\naddr_state=LA                                             0.9574\naddr_state=MA                                             0.9949\naddr_state=WA                                             1.0887\naddr_state=WI                                             1.0678\naddr_state=AL                                             0.9178\naddr_state=CO                                             1.2893\naddr_state=KS                                             1.2236\naddr_state=NV                                             0.7917\naddr_state=AK                                             1.2392\naddr_state=MD                                             0.9477\naddr_state=WV                                             1.4764\naddr_state=VT                                             1.1996\naddr_state=MI                                             0.9412\naddr_state=DC                                              1.738\naddr_state=SD                                             0.9479\naddr_state=NH                                             1.3423\naddr_state=AR                                             0.9431\naddr_state=NM                                             0.9339\naddr_state=MT                                             1.3513\naddr_state=HI                                             1.0519\naddr_state=WY                                             1.6046\naddr_state=OK                                             0.9103\naddr_state=DE                                             0.9958\naddr_state=MS                                             0.9419\naddr_state=TN                                             0.8298\naddr_state=IA                                              0.502\naddr_state=NE                                             0.0886\naddr_state=ID                                             0.8491\naddr_state=IN                                             0.9295\naddr_state=ME                                          4140.4772\naddr_state=snaplogic-ml-attribute-unknown                      1\ngrade=B                                                   1.0359\ngrade=C                                                   0.9308\ngrade=A                                                   1.2071\ngrade=E                                                   0.9153\ngrade=F                                                    0.904\ngrade=D                                                   0.8994\ngrade=G                                                   0.9114\ngrade=snaplogic-ml-attribute-unknown                           1\nsub_grade=B2                                              1.0717\nsub_grade=C4                                              0.8768\nsub_grade=C5                                              0.8988\nsub_grade=C1                                              1.0117\nsub_grade=B5                                              0.9304\nsub_grade=A4                                              1.0516\nsub_grade=E1                                              0.9463\nsub_grade=F2                                              0.9088\nsub_grade=C3                                              0.9063\nsub_grade=B1                                              1.0989\nsub_grade=D1                                              0.8843\nsub_grade=A1                                              1.7108\nsub_grade=B3                                              1.0708\nsub_grade=B4                                              0.9584\nsub_grade=C2                                              1.0081\nsub_grade=D2                                              0.9068\nsub_grade=A3                                              1.2132\nsub_grade=A5                                              0.9598\nsub_grade=D5                                              0.9676\nsub_grade=A2                                              1.3917\nsub_grade=E4                                              0.8971\nsub_grade=D3                                              0.9231\nsub_grade=D4                                              0.8919\nsub_grade=F3                                              0.9041\nsub_grade=E3                                              0.9624\nsub_grade=F4                                              0.8376\nsub_grade=F1                                              0.9987\nsub_grade=E5                                              0.9039\nsub_grade=G4                                              1.3428\nsub_grade=E2                                              0.8891\nsub_grade=G3                                              0.7422\nsub_grade=G2                                               0.971\nsub_grade=G1                                              0.8413\nsub_grade=F5                                              0.7935\nsub_grade=G5                                              0.9658\nsub_grade=snaplogic-ml-attribute-unknown                       1\nfico_score                                                1.0032\ndti                                                       0.9853\n"
  }
]