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A novel boosting method occurs in the Kaggle, extreme gradient boosting, simply xgboost.
This paper presents a novel boosting algorithm for genetic learning of fuzzy classification rules.
Lu et al.[30] developed a novel boosting algorithm combined with LDA-based learners for face recognition.
Third, a novel boosting deep attribute Learning algorithm is proposed based on late fusion of proposed deep cumulative attribute learning and proposed spatial-temporal multi-features based support vector regression for improving predication performance of deep learning.
In this work, we present a novel boosting algorithm for the classification of imbalanced data.
This module includes two components: a novel boosting method to train the variant classifying model using high-confidence variants (e.g. common variants in HapMap as GATK recommended); and ranking of the likely true variants using a confidence score (details in the method section below).
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The optimal protocol with high sensitivity and predictive power is based on the novel eXtreme gradient boosting (XGBoost) algorithm.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com