Multilingual Sentiment Analysis

Sentiment Analysis for English, German, French and Italian Texts We have published a new version of our REST Service for Sentiment Analysis. The machine learning model predicts whether the sentiment of a text is positive or negative. The model can predict sentiment for English, German, French and Italian texts. In conjunction with our Language Detection Service, the language of a text can be determined prior …

Sentiment Analysis of English, German and French Texts

Positive or Negative Sentiment? We have published a new version of our REST Service for Sentiment Analysis. The machine learning model predicts whether the sentiment of a text is positive or negative. The model can predict sentiment for English, German and French texts. In conjunction with our Language Detection Service, the language of a text can be …

ML Insights – Sentiment Analysis of a Movie Review

Insights Into A Movie Review Our Sentiment Analysis Model has achieved an accuracy of 89.3% in classifying reviews from the Internet Movie Database (IMDB). That’s good, amazing – the reviews are often tricky to read. But 1 review of 10 is still misclassified. Why is that? In the series ML Insights we investigate misclassifications in …

Applications of Text Classification in Machine Learning

You have been classified countless times at school! The most popular application of text classification in machine learning is sentiment analysis, where texts are given an emotional label such as ‘positive’ or ‘negative’. However, there are many other text classification applications that can be realized today with machine learning. In the following, these five applications …