Update SentimentAnalysis tutorial with new datasets #5616
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mairaw
approved these changes
May 25, 2018
| # Tutorial: Use the ML.NET APIs in a sentiment analysis classification scenario | ||
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| > [!NOTE] | ||
| > This topic refers to ML.NET, which is currently in Preview, and material may be subject to change. For more information, please visit [the ML.NET introduction](https://www.microsoft.com/net/learn/apps/machine-learning-and-ai/ml-dotnet). |
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| Prediction and evaluation results are displayed accordingly so that analysis and action can be taken. | ||
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| Sentiment analysis is either positive or negative. So, you can use classification to train the model, for prediction, and for evaluation. | ||
| The sample is a console app that uses the ML.NET API to train a model that classifies and predicts sentiment as either positive or negative. It also evaluates the model with a second dataset for quality analysis. The sentiment datasets are from the WikiDetox. |
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ML.NET APIs?
remove extra space between from and the
link to WikiDetox?
| * [Visual Studio 2017 15.6 or later](https://www.visualstudio.com/downloads/?utm_medium=microsoft&utm_source=docs.microsoft.com&utm_campaign=button+cta&utm_content=download+vs2017) with the ".NET Core cross-platform development" workload installed. | ||
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| * [The UCI Sentiment Labeled Sentences dataset zip file](https://archive.ics.uci.edu/ml/machine-learning-databases/00331/sentiment%20labelled%20sentences.zip) | ||
| * The [Wikipedia detox line data tab seperated file (wikiPedia-detox-250-line-data.tsv)](https://github.com/dotnet/machinelearning/blob/master/test/data/wikipedia-detox-250-line-data.tsv). |
added 2 commits
May 25, 2018 13:49
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closing and reopening to restart hung build |
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Update SentimentAnalysis tutorial with new datasets
Updated the tutorial with the Wikidetox data sets.
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