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Multilabel_​classification_​stackoverflow_​case

Multilabel classification of StackOverFlow posts with Redfield NLP Nodes

The workflow demostrates how to appy BERT model for multi-label classification to identify the tags of the StackOverFlow posts.

Node 3Classes distributionGet statisticson the texts lengthTrainig+validationtestingTrainingvalidationReading dataTrain multi-labelprediction modelApply the modelPredictions analysisCheck Python dependenciesfor deep learningBERT Model Selector Bar Chart Text assessment Partitioning Partitioning Table Reader BERT Multi-labelClassification Learner BERT Predictor Multilabel resultsvisualization Conda EnvironmentPropagation Node 3Classes distributionGet statisticson the texts lengthTrainig+validationtestingTrainingvalidationReading dataTrain multi-labelprediction modelApply the modelPredictions analysisCheck Python dependenciesfor deep learningBERT Model Selector Bar Chart Text assessment Partitioning Partitioning Table Reader BERT Multi-labelClassification Learner BERT Predictor Multilabel resultsvisualization Conda EnvironmentPropagation

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