feature,importance
discharge_disposition_id,427
diag_1_target_encoded,339
number_inpatient_mean,300
num_lab_procedures,284
diag_2_target_encoded,248
diag_3_target_encoded,248
number_inpatient_sum,244
med_diagnosis_interaction,171
num_medications,146
payer_code_is_missing,133
diag_1_cat_target_encoded,127
medical_specialty_target_encoded,116
time_in_hospital,112
number_inpatient_max,107
diag_2_cat_target_encoded,99
diag_3_cat_target_encoded,90
number_diagnoses,89
admission_type_id,78
weight_is_missing,76
admission_source_id,69
total_visits,68
payer_code_target_encoded,67
los_medication_interaction,61
age_target_encoded,59
care_utilization_risk_score,56
number_inpatient,54
medical_specialty_is_missing,51
age_bucket,50
num_procedures,49
race_Caucasian,31
diabetesMed_Yes,30
unique_diagnosis_categories,29
insulin_Steady,22
insulin_No,19
glipizide_No,18
A1Cresult_is_missing,12
metformin_Steady,12
race_Other,11
insulin_Up,11
weight_75_100),10
gender_Male,10
acarbose_Steady,9
change_No,8
medication_complexity_score,8
race_is_missing,8
weight_50_75),8
pioglitazone_No,8
glipizide_Steady,8
A1Cresult_8,7
race_Hispanic,7
rosiglitazone_No,7
metformin_No,7
repaglinide_Up,6
weight_100_125),5
bmi_underweight,4
max_glu_serum_Norm,4
glyburide_No,4
glimepiride_No,3
bmi_normal,3
pioglitazone_Steady,3
glipizide_Up,3
race_Asian,3
glimepiride_Steady,3
max_glu_serum_300,3
repaglinide_No,3
glimepiride_Up,2
rosiglitazone_Steady,2
glyburide_Steady,2
bmi_overweight,2
repaglinide_Steady,2
weight_125_150),1
A1Cresult_Norm,1
pioglitazone_Up,1
glyburide_metformin_No,1
nateglinide_Steady,1
number_emergency,0
bmi_obese,0
tolazamide_Steady,0
tolazamide_Up,0
glyburide_metformin_Steady,0
glyburide_metformin_Up,0
chlorpropamide_No,0
chlorpropamide_Steady,0
chlorpropamide_Up,0
acetohexamide_Steady,0
metformin_Up,0
nateglinide_No,0
nateglinide_Up,0
weight_25_50),0
glyburide_Up,0
tolbutamide_Steady,0
gender_Unknown_Invalid,0
weight_0_25),0
weight_150_175),0
weight_175_200),0
rosiglitazone_Up,0
acarbose_No,0
acarbose_Up,0
miglitol_No,0
miglitol_Steady,0
miglitol_Up,0
number_outpatient_mean,0
number_outpatient_max,0
number_outpatient_sum,0
number_emergency_mean,0
number_emergency_max,0
number_emergency_sum,0
troglitazone_Steady,0
glipizide_metformin_Steady,0
glimepiride_pioglitazone_Steady,0
metformin_rosiglitazone_Steady,0
metformin_pioglitazone_Steady,0
number_outpatient,0