Sentence examples for text classifications from inspiring English sources

The original data are preprocessed by removing unnecessary data such as extraneous tags and duplicated sentences, and then normalizing to suitable forms for reading as described in Section 3. Next, these data are segmented into word sequences by CRF-based word segmentation, and afterwards the stylistic text classifications are applied.

The main steps of machine learning are as follows: (i) select a specific text as the corpus training set and manually classify the words contained within, (ii) use a computer algorithm, such as the Naive Bayes algorithm, to train the text in the training set and establish the judgment rules for text classification, and (iii) apply the judgment rules to all text classifications.

Figure 1 depicts the text classifications in relation to the coded date of diagnosis.

I served as an expert witness for the library association in its suit, on the basis of my background designing automatic text classification systems, of which porn filters are merely a special case.

Text classification using LDABoost.

Fig. 1 Text classification model framework.

There are many works on text classification.

Finally, our method is compared to conventional text classification implementations.

Currently the service supports text classification, image classification, object detection and semantic segmentation.

Use cases range from data gathering, to text classification, to image editing and more.

It will achieve similar gains with text classification using algorithms like Word2vec and Doc2vec.