Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models

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Knowledge Triples

Source Entity	Relationship	Target Entity
Document Classification Task	belongsTo	Natural Language Processing OtherEntity
J K Fold Cross Validation Method	usedFor	Parameter Tuning Task
J K Fold Cross Validation Method	usedFor	Performance Estimation Task
K Fold Cross Validation Method	usedFor	Performance Estimation Task
Parameter Tuning Task	affectedBy	Bias OtherEntity
Parameter Tuning Task	affectedBy	Variability Metric
Part of Speech Tagging Task	belongsTo	Natural Language Processing OtherEntity
Sentiment Classification Task	belongsTo	Natural Language Processing OtherEntity