Sentence examples for labelled data from inspiring English sources

If only a very limited amount of labelled data is available the results based on random selection of labelled samples show high variability and the performance of the final classifier is more dependent on how reliable the labelled data samples are rather than use of additional unlabelled data.

"We now have to distinguish between two kinds of data — there's raw data and labelled data.

This experiment is to predict male users' depression level based on female users' labelled data.

In addition, we calculated the improvement ratio for vowels and consonants using the labelled data.

It is extremely difficult to ensure that sufficient and correctly labelled data can be obtained.

The main disadvantage of machine learning models is their reliance on labelled data.

Supervised learning requires the use of labelled data on which an algorithm is trained, and training sets are called labeled data because the value for the class label is known.

It uses labeled data from the source and limited labeled data from the target.

Classification algorithms often handle large amounts of labeled data.

However, in most cases, the labeled data is limited.

This is primarily because most approaches rely on labeled data.