Sentence examples for effective sentiment from inspiring English sources

This paper will illustrate how to perform an effective sentiment analysis of financial reports.

It is expected that the ability of Algorithm TL to exploit knowledge from a related domain to quickly learn an effective sentiment classifier for a new domain will be of considerable value in security informatics applications involving social media data.

Overall, feature selection methods are shown to be effective for sentiment analysis, improving significantly over the baseline results.

The refined training samples are used to build up an effective cross-lingual sentiment classifier focusing on the target language.

Social media measurement company Radian 6 and ad agency Mullen have released stats on which brand was most effective according to sentiment and volume of Tweets on Twitter.

Measles vaccines are said to be 99% effective but anti-vaccine sentiment has grown in the US, especially in wealthy areas.

Measles vaccines are said to be 99% effective but anti-vaccine sentiment is growing in the US, especially in wealthy areas.

Particularly, the approach is very effective in determining the sentiment orientation of opinions, achieving an F-measure of 92% for the task.

Using logistic regression as the baseline and comparing results in Tables 1 and 6 reveals that LSTM is not an effective model for predicting sentiment in the StockTwits dataset.

The results of all these experiments showed a significant improvement from the baselines in terms of accuracy, precision, and recall, which indicates that the proposed feature sets were effective in document-level sentiment classification.

In a panel moderated by VentureBeat's Matt Marshall, John Doerr of Kleiner Perkins Caufield & Byers led off by agreeing with the themes in Sequoia Capital's 56 Slide Presentation of Doom, expressing his concern that we are just entering an economic crisis of confidence, and that startups must enact swift and effective cost cutting – a sentiment that was echoed throughout the panel.