A Probabilistic Approach for Missing Data Imputation

Table 10

Result comparison with deep learning and ensemble algorithms.

	Kaggle		IBM
	Accuracy	F1 score	Accuracy	F1 score
Proposed (CPA)	0.62	0.76	0.54	0.65
ANN	0.56	0.44	0.41	0.07
MLP	0.47	0.0	0.48	0.65
XGB	0.47	0.48	0.46	0.37
Adaboost	0.47	0.0	0.42	0.16