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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 1411–1420 of 14581 papers

Title	Date	Tasks	Status	Hype
Why Do Better Loss Functions Lead to Less Transferable Features?	Oct 30, 2020	General Classificationimage-classification	—Unverified	0
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning	Oct 30, 2020	General ClassificationGraph Classification	CodeCode Available	0
A Deep Convolutional Neural Network Applied to Ship Detection and Classification	Oct 29, 2020	General ClassificationImage Classification	—Unverified	0
Transfer Learning improves MI BCI models classification accuracy in Parkinson's disease patients	Oct 29, 2020	General ClassificationMotor Imagery	—Unverified	0
Short Text Classification Approach to Identify Child Sexual Exploitation Material	Oct 29, 2020	ClassificationGeneral Classification	—Unverified	0
Robustifying Binary Classification to Adversarial Perturbation	Oct 29, 2020	BIG-bench Machine LearningBinary Classification	—Unverified	0
Collaborative Method for Incremental Learning on Classification and Generation	Oct 29, 2020	AttributeClassification	—Unverified	0
Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification	Oct 29, 2020	Adversarial RobustnessGeneral Classification	—Unverified	0
Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks	Oct 29, 2020	General ClassificationRetrieval	—Unverified	0
Semi-Supervised Speech Recognition via Graph-based Temporal Classification	Oct 29, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—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