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General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 231–240 of 14581 papers

Title	Date	Tasks	Status	Hype
Intra-Class Uncertainty Loss Function for Classification	Apr 12, 2021	ClassificationGeneral Classification	—Unverified	0
Deep learning using Havrda-Charvat entropy for classification of pulmonary endomicroscopy	Apr 12, 2021	General Classification	—Unverified	0
WHOSe Heritage: Classification of UNESCO World Heritage "Outstanding Universal Value" Documents with Soft Labels	Apr 12, 2021	General ClassificationManagement	CodeCode Available	1
End-to-End Mandarin Tone Classification with Short Term Context Information	Apr 12, 2021	General Classification	—Unverified	0
HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization	Apr 12, 2021	General ClassificationRepresentation Learning	CodeCode Available	0
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment	Apr 12, 2021	General ClassificationHeart Segmentation	—Unverified	0
Automated Mechanism Design for Classification with Partial Verification	Apr 12, 2021	ClassificationGeneral Classification	—Unverified	0
Fruit Quality and Defect Image Classification with Conditional GAN Data Augmentation	Apr 12, 2021	ClassificationData Augmentation	CodeCode Available	1
Continual Learning for Text Classification with Information Disentanglement Based Regularization	Apr 12, 2021	Continual LearningDisentanglement	CodeCode Available	1
Artificial Intelligence Methods Based Hierarchical Classification of Frontotemporal Dementia to Improve Diagnostic Predictability	Apr 12, 2021	DiagnosticGeneral Classification	—Unverified	0

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All datasets XOR iris Activity Fashion-MNIST ISOLET Mice Protein MNIST Wine

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	KNN	Accuracy	93.1	—	Unverified
2	RF	Accuracy	92.96	—	Unverified
3	CART	Accuracy	92.82	—	Unverified
4	LDA	Accuracy	77.22	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified
2	XBNET	Accuracy	100	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	67.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	68.5	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	13.4	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CAE	Accuracy	90.6	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MONT3	Accuracy	100	—	Unverified