[Retracted] Effective of Smart Mathematical Model by Machine Learning Classifier on Big Data in Healthcare Fast Response

Table 1

Attribute within UCI ML dataset.

encounter_id	patient_nbr	Race
Gender	age	Weight
admission type id	discharge disposition id	admission_source_id
time_in_hospital	payer_code	medical_specialty
numb_lab_procedures	num_procedures	num_medications
number_outpatient	number_emergency	number_inpatient
diag_1	diag 2	diag 3
number_diagnoses	max_glu_serum	AlCresult
Metformin	repaglinide	Nateglinide
Chlorpropamide	glimepiride	Acetohexamide
Glipizide	glyburide	Tolbutamide
Pioglitazone	rosiglitazone	Acarbose
Migitol	troglitazone	Tolazamide
Examide	citoglipton	Insulin
glyburide-metformin	glipizide-metformin	glimepiride-pioglitazone
metformin-rosiglitazone diabetesMed	metformin-pioglitazone readmitted	Change