Table 13.

List of abbreviations

SN	Acronyms	Full form	SN	Acronyms	Full form
1	LR	Logistic regression	25	FST	Feature selection technique
2	DM	Diabetes mellitus	26	PT	Protocol types
3	OR	Odds ratio	27	mRMR	Minimum redundancy maximum relevance
4	NB	Naïve Bayes	28	LDA	Linear discriminant analysis
5	AB	Adaboost	29	QDA	Quadratic discriminant analysis
6	RF	Random forest	30	GPC	Gaussian process classification
7	DT	Decision tree	31	SVM	Support vector machine
8	ACC	Accuracy	32	NN	Neural network
9	SE	Sensitivity	33	KNN	K-nearest neighborhood
10	PPV	Positive predictive value.	34	GB	Gradient boosting
11	NPV	Negative predictive value	35	G	Generalization
12	FM	F-Measure	36	M	Memorization
13	AUC	Area under the curve	37	JK	Jackknife protocol
14	CI	Confidence interval	38	K2	Two-fold cross-validation protocol
15	ML	Machine learning	39	K4	Fourfold cross-validation protocol
16	SD	Standard deviation	40	K5	Fivefold cross-validation protocol
17	MI	Mutual information	41	K10	Tenfold cross-validation protocol
18	PCA	Principal component analysis	42	PID	Pima Indian diabetes
19	ANOVA	Analysis of variance	43	MLP	Multilayer perceptron
20	FDR	Fisher discriminant ratio	44	p-value	Probability value
21	Tr.	Training	45	DS	Data size
22	EM	Expectation maximization	46	DL	Deep learning
23	FKM	Fuzzy K-means	47	SVD	Singular value decomposition
24	NHANES	National Health and Nutrition Examination Survey