Diagnosis of Chronic Kidney Disease Using Effective Classification Algorithms and Recursive Feature Elimination Techniques

Table 3

Statistical analysis of the dataset of nominal features.

Features	Label	Count
Albumin	0	245
	1	44
	2	43
	3	43
	4	24
	5	1
Specific gravity	1.005	7
	1.01	84
	1.015	75
	1.02	153
	1.025	81
Sugar	0	339
	1	13
	2	18
	3	14
	4	13
	5	3
Pus cell	Normal	324
	Abnormal	76
Red blood cells	Normal	353
	Abnormal	47
Bacteria	Present	22
	Not present	378
Pus cell clumps	Present	42
	Not present	358
Diabetes mellitus	Yes	137
	No	263
Hypertension	Yes	147
	No	253
Edema	Yes	76
	No	324
Coronary artery disease	Yes	34
	No	366
Anemia	Yes	60
	No	340
Appetite	Good	318
	Poor	82