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wangyixuan818 commited on
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Files changed (4) hide show
  1. imputer.pkl +3 -0
  2. scaler.pkl +3 -0
  3. training_features.json +155 -0
  4. xgb_best_model.pkl +3 -0
imputer.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:43ccf3bf22bce59767331fdda0a5fa8c5ef839774b42b05f1746f162a13b119f
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+ size 3319
scaler.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:3c4b10627fd238874896d566a58e6d09c1a24275882a4c8aec293ff0cad2e9b0
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+ size 2935
training_features.json ADDED
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+ {
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+ "feature_names": [
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+ "mths_since_recent_inq",
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+ "purpose_debt_consolidation",
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+ "addr_state_NE",
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+ "purpose_other",
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+ "purpose_wedding",
8
+ "title_length",
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+ "purpose_vacation",
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+ "addr_state_SD",
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+ "addr_state_OH",
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+ "addr_state_VT",
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+ "addr_state_WY",
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+ "purpose_home_improvement",
15
+ "addr_state_AR",
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+ "dti",
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+ "purpose_small_business",
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+ "last_fico_range_low",
19
+ "addr_state_KY",
20
+ "emp_length_numeric",
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+ "addr_state_TN",
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+ "addr_state_UT",
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+ "title_has_car",
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+ "addr_state_WA",
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+ "addr_state_KS",
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+ "addr_state_VA",
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+ "pct_tl_nvr_dlq",
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+ "int_rate_times_loan",
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+ "addr_state_ID",
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+ "loan_to_income",
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+ "addr_state_MA",
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+ "addr_state_ME",
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+ "mths_since_recent_bc",
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+ "addr_state_DE",
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+ "addr_state_MT",
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+ "addr_state_DC",
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+ "home_ownership_MORTGAGE",
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+ "addr_state_IA",
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+ "addr_state_LA",
40
+ "mo_sin_old_rev_tl_op",
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+ "title_has_medical",
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+ "addr_state_NY",
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+ "addr_state_IL",
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+ "title_has_credit",
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+ "purpose_major_purchase",
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+ "addr_state_AL",
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+ "addr_state_CA",
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+ "verification_status_Verified",
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+ "verification_status_Source Verified",
50
+ "total_bal_ex_mort",
51
+ "addr_state_MD",
52
+ "purpose_medical",
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+ "addr_state_MS",
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+ "revol_util_decimal",
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+ "addr_state_CT",
56
+ "years_since_earliest_cr",
57
+ "title_has_home",
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+ "mo_sin_old_il_acct",
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+ "addr_state_NC",
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+ "addr_state_RI",
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+ "addr_state_CO",
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+ "addr_state_OR",
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+ "addr_state_AZ",
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+ "addr_state_NV",
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+ "addr_state_MI",
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+ "addr_state_IN",
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+ "total_bc_limit",
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+ "home_ownership_OWN",
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+ "addr_state_SC",
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+ "subprime_high_dti",
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+ "home_ownership_RENT",
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+ "mo_sin_rcnt_rev_tl_op",
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+ "title_has_consolidation",
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+ "has_delinq_history",
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+ "addr_state_FL",
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+ "title_has_debt",
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+ "addr_state_NJ",
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+ "addr_state_WV",
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+ "addr_state_NH",
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+ "addr_state_HI",
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+ "title_has_card",
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+ "addr_state_TX",
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+ "annual_inc",
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+ "addr_state_GA",
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+ "addr_state_WI",
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+ "addr_state_MO",
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+ "addr_state_MN",
88
+ "total_acc",
89
+ "grade_numeric",
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+ "addr_state_PA",
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+ "addr_state_NM",
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+ "purpose_renewable_energy",
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+ "addr_state_OK",
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+ "last_fico_range_high",
95
+ "revol_bal",
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+ "purpose_house",
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+ "purpose_moving",
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+ "title_word_count",
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+ "avg_cur_bal",
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+ "purpose_credit_card"
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+ ],
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+ "feature_count": 98,
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+ "categorical_features": [
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+ "purpose_debt_consolidation",
105
+ "addr_state_NE",
106
+ "purpose_other",
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+ "purpose_wedding",
108
+ "purpose_vacation",
109
+ "addr_state_SD",
110
+ "addr_state_OH",
111
+ "addr_state_VT",
112
+ "addr_state_WY",
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+ "purpose_home_improvement",
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+ "addr_state_AR",
115
+ "purpose_small_business",
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+ "addr_state_KY",
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+ "addr_state_TN",
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+ "addr_state_UT",
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+ "addr_state_WA",
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+ "addr_state_KS",
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+ "addr_state_VA",
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+ "addr_state_ID",
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+ "addr_state_MA",
124
+ "addr_state_ME",
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+ "addr_state_DE",
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+ "addr_state_MT",
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+ "addr_state_DC",
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+ "home_ownership_MORTGAGE",
129
+ "addr_state_IA",
130
+ "addr_state_LA",
131
+ "addr_state_NY",
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+ "addr_state_IL",
133
+ "purpose_major_purchase",
134
+ "addr_state_AL",
135
+ "addr_state_CA",
136
+ "verification_status_Verified",
137
+ "verification_status_Source Verified",
138
+ "addr_state_MD",
139
+ "purpose_medical",
140
+ "addr_state_MS",
141
+ "addr_state_CT",
142
+ "addr_state_NC",
143
+ "addr_state_RI",
144
+ "addr_state_CO",
145
+ "addr_state_OR",
146
+ "addr_state_AZ",
147
+ "addr_state_NV",
148
+ "addr_state_MI",
149
+ "addr_state_IN",
150
+ "home_ownership_OWN",
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+ "addr_state_SC",
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+ "home_ownership_RENT",
153
+ "addr_state_FL"
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+ ]
155
+ }
xgb_best_model.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:8bb8b39bb961670917a07abb4a256d08bc70c7245a59df0bee99820e709f5b61
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+ size 2583734