feature,importance
number_inpatient_mean,0.1329191251757382
number_inpatient_sum,0.12216349088744241
number_inpatient_max,0.11277830997789617
diag_1_target_encoded,0.042141192352778675
diag_3_target_encoded,0.038852814802303494
diag_2_target_encoded,0.03850987583684705
num_lab_procedures,0.038389325979493356
med_diagnosis_interaction,0.03519254022827208
num_medications,0.03003705459523165
time_in_hospital,0.024187301329904116
care_utilization_risk_score,0.02349023922714431
number_inpatient,0.02288068492437462
discharge_disposition_id,0.022623874817431194
total_visits,0.022510080851690806
diag_1_cat_target_encoded,0.01985468953151941
diag_3_cat_target_encoded,0.019201150326046537
diag_2_cat_target_encoded,0.018520236181290936
age_target_encoded,0.017479155337714245
medical_specialty_target_encoded,0.017231954472519503
num_procedures,0.015054755336894122
number_diagnoses,0.015033072055876985
admission_type_id,0.012900856487145075
los_medication_interaction,0.010774089054896083
payer_code_target_encoded,0.010663430151925857
age_bucket,0.010648349619864342
admission_source_id,0.010231495762580676
payer_code_is_missing,0.009803940752798593
unique_diagnosis_categories,0.009240149629109873
gender_Male,0.007317343528558311
medical_specialty_is_missing,0.007071141405126216
race_Caucasian,0.0053192308739035575
insulin_Steady,0.0052475952066824635
insulin_No,0.0052143279026447996
change_No,0.005075118450884063
diabetesMed_Yes,0.004215943389993113
medication_complexity_score,0.004181041818328842
A1Cresult_is_missing,0.003934802588399781
metformin_No,0.0037119200710726413
weight_is_missing,0.003482899007776682
metformin_Steady,0.003441737495069194
glipizide_No,0.0032739841407760308
glipizide_Steady,0.0030410354593309965
insulin_Up,0.0026770276088027532
glyburide_No,0.002648993688968285
A1Cresult_8,0.0023121217288053983
glyburide_Steady,0.0022846559080426806
pioglitazone_No,0.0018926573561802139
pioglitazone_Steady,0.0018542509601709508
rosiglitazone_No,0.0017854149656313727
rosiglitazone_Steady,0.0017737925756113695
glimepiride_No,0.0015456521572620157
glimepiride_Steady,0.0014345329601879032
A1Cresult_Norm,0.0013854739377970582
weight_75_100),0.0011192994361916974
max_glu_serum_Norm,0.0009285297802807649
race_is_missing,0.0008037370216883512
repaglinide_No,0.0007358361988236335
race_Hispanic,0.0006380430646520299
repaglinide_Steady,0.0006257475677116866
weight_50_75),0.0005555173838131999
bmi_normal,0.0005041657892998647
race_Other,0.0004869103652119539
weight_100_125),0.00045533921000919626
bmi_overweight,0.0004376975165968489
max_glu_serum_300,0.0003995527481171434
metformin_Up,0.00035547621392891757
glyburide_Up,0.00034697673668152484
race_Asian,0.00025468982608658873
nateglinide_Steady,0.00023961338813127168
glyburide_metformin_Steady,0.00023687002437319704
glipizide_Up,0.00023491204827834155
nateglinide_No,0.00022211069016711622
glyburide_metformin_No,0.00020521853583423103
acarbose_No,0.00015118745340052928
acarbose_Steady,0.00012102165782380482
pioglitazone_Up,0.00010103547365678268
repaglinide_Up,9.139508390322629e-05
glimepiride_Up,8.763236099559224e-05
weight_125_150),6.147143587014703e-05
rosiglitazone_Up,4.5484641050813676e-05
weight_0_25),2.7299938937200895e-05
weight_25_50),2.123102999099999e-05
bmi_underweight,2.1182958181665777e-05
bmi_obese,1.1752712447802424e-05
weight_150_175),8.766386984555456e-06
chlorpropamide_No,7.829065484680467e-06
chlorpropamide_Steady,7.104606490312663e-06
miglitol_No,3.83735381514065e-06
miglitol_Steady,3.4498787388936278e-06
tolbutamide_Steady,2.9456299962656145e-06
acarbose_Up,2.3978060334252642e-06
tolazamide_Steady,8.001075835421977e-07
chlorpropamide_Up,0.0
number_outpatient_mean,0.0
number_outpatient_max,0.0
number_outpatient_sum,0.0
metformin_pioglitazone_Steady,0.0
number_emergency,0.0
number_outpatient,0.0
number_emergency_mean,0.0
gender_Unknown_Invalid,0.0
troglitazone_Steady,0.0
metformin_rosiglitazone_Steady,0.0
glimepiride_pioglitazone_Steady,0.0
glipizide_metformin_Steady,0.0
glyburide_metformin_Up,0.0
tolazamide_Up,0.0
number_emergency_max,0.0
miglitol_Up,0.0
weight_175_200),0.0
nateglinide_Up,0.0
acetohexamide_Steady,0.0
number_emergency_sum,0.0