Noise or errors in the dataset can severely affect the performance of the Find-S algorithm.

Noise or errors in the dataset can severely affect the performance of the Find-S algorithm. Correct Answer True

The algorithm ignores negative examples. Since a huge part of the dataset is discarded, the accuracy of the learned hypothesis becomes heavily dependent on the remaining portion. If there is error or noise in this part, huge inaccuracies may occur.

Related Questions

Sana wanted to compare her students' performance after completion of present term with respect to Historical understanding. After analysing their documents related to history activities and assignments and their records of class work, she found that Ashu's performance level is higher during the term than that of Beena. Karim's performance is lower than that of Dharm. Beena's performance is of lower level than Karim's and Ashu's performance level is higher than Mike. Which of the following statement based on above information is incorrect?