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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 1261–1270 of 14581 papers

Title	Date	Tasks	Status	Hype
A Simple Framework to Quantify Different Types of Uncertainty in Deep Neural Networks for Image Classification	Nov 17, 2020	General Classificationimage-classification	—Unverified	0
Towards All-around Knowledge Transferring: Learning From Task-irrelevant Labels	Nov 17, 2020	AllFacial Expression Recognition	—Unverified	0
Probing Predictions on OOD Images via Nearest Categories	Nov 17, 2020	Adversarial RobustnessFew-Shot Learning	CodeCode Available	0
Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining	Nov 17, 2020	General ClassificationLanguage Modelling	CodeCode Available	1
In-Car driver response classification using Deep Learning (CNN) based Computer Vision	Nov 16, 2020	General ClassificationTransfer Learning	CodeCode Available	0
A Transfer Learning Based Active Learning Framework for Brain Tumor Classification	Nov 16, 2020	Active LearningBrain Tumor Classification	—Unverified	0
Redesigning the classification layer by randomizing the class representation vectors	Nov 16, 2020	ClassificationGeneral Classification	—Unverified	0
Adversarially Robust Classification based on GLRT	Nov 16, 2020	ClassificationGeneral Classification	—Unverified	0
Personalized Cardiovascular Disease Risk Mitigation via Longitudinal Inverse Classification	Nov 16, 2020	ClassificationDecision Making	—Unverified	0
Real-Time Radio Technology and Modulation Classification via an LSTM Auto-Encoder	Nov 16, 2020	Computational EfficiencyDenoising	—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