Neonatal Disease Prediction Using Machine Learning Techniques

Table 3

Missing values.

Name of features	Data type	Number of missing values	Missing values in (%)
AF	Nominal	14	0.61
Grunting	Nominal	7	0.3
WBC	Numeric	12	0.52
Vomiting	Nominal	23	1
LLVW	Nominal	3	0.13
Respiratory rate (RR)	Numeric	120	5.22
Blood cultures	Nominal	53	2.31
C-reactive protein (CRP)	Nominal	25	1.1
Grunting	Nominal	49	2.13
Temperature	Numeric	22	0.96
Weight	Numeric	182	7.92
Heart rate	Numeric	295	12.84