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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 521–530 of 14581 papers

Title	Date	Tasks	Status	Hype
Optimal Linear Combination of Classifiers	Mar 1, 2021	BIG-bench Machine LearningGeneral Classification	—Unverified	0
ToxCCIn: Toxic Content Classification with Interpretability	Mar 1, 2021	ClassificationGeneral Classification	—Unverified	0
A Minimax Probability Machine for Non-Decomposable Performance Measures	Feb 28, 2021	Binary ClassificationClassification	—Unverified	0
Improving Medical Image Classification with Label Noise Using Dual-uncertainty Estimation	Feb 28, 2021	BenchmarkingGeneral Classification	—Unverified	0
Semi-supervised Learning for COVID-19 Image Classification via ResNet	Feb 27, 2021	ClassificationGeneral Classification	—Unverified	0
Searching for Robustness: Loss Learning for Noisy Classification Tasks	Feb 27, 2021	ClassificationGeneral Classification	—Unverified	0
Expert Decision Support System for aeroacoustic source type identification using clustering	Feb 27, 2021	ClusteringGeneral Classification	—Unverified	0
Automatic evaluation of human oocyte developmental potential from microscopy images	Feb 27, 2021	ClassificationGeneral Classification	—Unverified	0
TEC: Tensor Ensemble Classifier for Big Data	Feb 26, 2021	General Classification	CodeCode Available	0
Layer-Wise Interpretation of Deep Neural Networks Using Identity Initialization	Feb 26, 2021	ClassificationDecision Making	—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