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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 1601–1610 of 14581 papers

Title	Date	Tasks	Status	Hype
Hyperspherical embedding for novel class classification	Feb 5, 2021	ClassificationFew-Shot Learning	—Unverified	0
Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose	Feb 5, 2021	ClassificationConformal Prediction	—Unverified	0
Multi-Task Self-Supervised Pre-Training for Music Classification	Feb 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Improving state estimation through projection post-processing for activity recognition with application to football	Feb 5, 2021	Activity RecognitionClassification	CodeCode Available	0
Optimised one-class classification performance	Feb 4, 2021	ClassificationGeneral Classification	—Unverified	0
Instance-based learning using the Half-Space Proximal Graph	Feb 4, 2021	ClassificationGeneral Classification	—Unverified	0
Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images	Feb 4, 2021	ClassificationDeep Reinforcement Learning	—Unverified	0
Deep CNNs for large scale species classification	Feb 3, 2021	ClassificationGeneral Classification	—Unverified	0
Nearest Neighbor-based Importance Weighting	Feb 3, 2021	BIG-bench Machine LearningClassification	—Unverified	0
Learning Graph Representations	Feb 3, 2021	General ClassificationGraph 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