The recent exponential growth in the data volume and number of identified pulsar stars is
due to pulsar candidate search experiments and surveys. In this study, we investigated the
existing methods and techniques used for pulsar prediction, such as applying filters based
on pulsar observations, which can adversely affect the success of accurate pulsar prediction.
Some of the existing methods are not capable of dealing with large volumes of data and
others fail to accurately select the best candidates from pulsar observations. Thus, we …