Research Article

Multivariate and Online Prediction of Closing Price Using Kernel Adaptive Filtering

Table 7

Effect of dictionary size.

Dictionary sizeMSEMAEDSExecution time (seconds)

500 dictionary size0.020 20.6870.5110.675
1000 dictionary size0.019 30.6740.4970.696
5000 dictionary size0.019 30.6740.497 10.702

The algorithm chose KMCC (60 minutes, 2021 dataset).