Sentence examples for supervised data to from inspiring English sources

Exact(3)

At the end the whole network is fine-tuned by providing supervised data to it.

With Deep Learning one can leverage unlabeled documents (unsupervised data) to have access to a much larger amount of input data, using a smaller amount of supervised data to improve the data representations and make them more related to the specific learning and inference tasks.

The advantages of such a strategy are that there is no need to completely label a large collection of data (as some unlabeled data is expected) and that the model has some prior knowledge (via the supervised data) to capture relevant class/label information in the data.

Similar(57)

The principal investigator supervised data collection to ensure data quality and implemented a daily check of the collected data in order to keep consistency.

Wang in [2] uses a supervised data mining approach to find the sentiment of messages in the StockTwits dataset.

JOL designed the study, obtained the funding, developed the survey instruments, supervised data collection, contributed to the design of the analysis and interpretation of data, coordinated drafting the article, and critically reviewed and edited sections of the article.

TO supervised data analysis and interpretation, and contributed to preparation of the article.

SG identified and cleaned the data, supervised data analysis and contributed to writing the manuscript.

MH assisted in study design, supervised data analysis, and contributed to data interpretation and manuscript writing.

ANÅ: conceived of the study in Norway, supervised data analysis and contributed to manuscript writing.

EAK carried out the interviews, supervised data analysis and helped to draft the manuscript.

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