Incomplete Time Series Prediction Using Max-Margin Classification of Data with Absent Features

Table 3

Imputation results of Mackey-Glass time series with continuous missing data.

Missing level	Our		Mean		KNN		RGGB
	MSE	MAE	MSE	MAE	MSE	MAE	MSE	MAE
4–6%	0.0741	0.0604	0.1044	0.0941	0.0846	0.0676	0.1296	0.1013
7–9%	0.0831	0.0691	0.1718	0.1374	0.1299	0.1081	0.1531	0.1320
10–12%	0.0832	0.0748	0.1791	0.1508	0.1091	0.0853	0.2020	0.1553
13–15%	0.1082	0.0814	0.1951	0.1526	0.1347	0.1119	0.2220	0.1843