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ADR-Miner: An Ant-based data reduction algorithm for classification
Published 2015Get full text
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Classification in high dimensional data using sparse techniques
Published 2019Subjects: “…Sparse classification…”
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Preconditioning for feature selection in classification
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DEVELOPMENT OF ADVANCED DATA SAMPLING SCHEMES TO ALLEVIATE CLASS IMBALANCE PROBLEM IN DATA MINING CLASSIFICATION ALGORITHMS
Published 2015-09ArticleFull Text AvailableAccess Repository -
Dataset selection for aggregate model implementation in predictive data mining
Published 2013Subjects: “…Bias reduction…”
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Practical science process skills in physics, with special reference to test item assessment and classification
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Pupil and teacher perceptions of the taxonomic classification of Senior Certificate Mathematics Higher Grade examination questions
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An Epileptic Seizure Detection Method from EEG Signals based on a Classifier-Driven Feature Reduction Technique
Published 2023Subjects: “…Epileptic; EEG Signals; Classifier-Driven; Feature Reduction; Random Forest; Seizure Detection; Classification;…”
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Performance evaluation of classification algorithms on academic performance of postgraduate students
Published 2023-02ArticleFull Text AvailableAccess Repository -
Kgolo le tlhopho ya theto ya Sepedi / Growth and classification of Sepedi poetry
Published 2016Get full text
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Methods for sugarcane harvest detection using polarimetric SAR
Published 2017Subjects: “…Harvest classification…”
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Feature selection for multi-label classification
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A critical analysis of the tax implications of debt reductions
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Statistical classification procedures for analyisng functional data
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Visualization as a guidance to classification for large datasets
Published 2017“…We compare the classifier performance before and after the dimensionality reduction. Our experiments showed that t-SNE helps improve classification accuracy of NN and KNN on a benchmarking dataset as well as a user-curated dataset on performance of students at our home institution. …”
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