Description
Instructions:
Data Set Information:
We use the following representation to collect the dataset
age – age
bp – blood pressure
sg – specific gravity
al – albumin
su – sugar
rbc – red blood cells
pc – pus cell
pcc – pus cell clumps
ba – bacteria
bgr – blood glucose random
bu – blood urea
sc – serum creatinine
sod – sodium
pot – potassium
hemo – hemoglobin
pcv – packed cell volume
wc – white blood cell count
rc – red blood cell count
htn – hypertension
dm – diabetes mellitus
cad – coronary artery disease
appet – appetite
pe – pedal edema
ane – anemia
class – class
Attribute Information:
We use 24 + class = 25 ( 11 numeric ,14 nominal)
1.Age(numerical)
age in years
2.Blood Pressure(numerical)
bp in mm/Hg
3.Specific Gravity(nominal)
sg – (1.005,1.010,1.015,1.020,1.025)
4.Albumin(nominal)
al – (0,1,2,3,4,5)
5.Sugar(nominal)
su – (0,1,2,3,4,5)
6.Red Blood Cells(nominal)
rbc – (normal,abnormal)
7.Pus Cell (nominal)
pc – (normal,abnormal)
8.Pus Cell clumps(nominal)
pcc – (present,notpresent)
9.Bacteria(nominal)
ba – (present,notpresent)
10.Blood Glucose Random(numerical)
bgr in mgs/dl
11.Blood Urea(numerical)
bu in mgs/dl
12.Serum Creatinine(numerical)
sc in mgs/dl
13.Sodium(numerical)
sod in mEq/L
14.Potassium(numerical)
pot in mEq/L
15.Hemoglobin(numerical)
hemo in gms
16.Packed Cell Volume(numerical)
17.White Blood Cell Count(numerical)
wc in cells/cumm
18.Red Blood Cell Count(numerical)
rc in millions/cmm
19.Hypertension(nominal)
htn – (yes,no)
20.Diabetes Mellitus(nominal)
dm – (yes,no)
21.Coronary Artery Disease(nominal)
cad – (yes,no)
22.Appetite(nominal)
appet – (good,poor)
23.Pedal Edema(nominal)
pe – (yes,no)
24.Anemia(nominal)
ane – (yes,no)
25.Class (nominal)
class – (ckd,notckd)
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