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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 3221–3230 of 14581 papers

Title	Date	Tasks	Status	Hype
Bi-Transferring Deep Neural Networks for Domain Adaptation	Aug 1, 2016	Domain AdaptationGeneral Classification	—Unverified	0
Class Vectors: Embedding representation of Document Classes	Aug 2, 2015	General ClassificationNatural Language Understanding	—Unverified	0
A neural network model that learns differences in diagnosis strategies among radiologists has an improved area under the curve for aneurysm status classification in magnetic resonance angiography image series	Feb 3, 2020	General Classification	—Unverified	0
A Generative Modeling Approach to Limited Channel ECG Classification	Feb 18, 2018	ClassificationDiagnostic	—Unverified	0
Class-Wise Principal Component Analysis for hyperspectral image feature extraction	Apr 9, 2021	Dimensionality ReductionGeneral Classification	—Unverified	0
Cleaning up the neighborhood: A full classification for adversarial partial monitoring	May 23, 2018	General Classification	—Unverified	0
CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks	Apr 20, 2019	General ClassificationTwo-sample testing	—Unverified	0
CommAI: Evaluating the first steps towards a useful general AI	Jan 31, 2017	BIG-bench Machine LearningContinual Learning	—Unverified	0
CLEAR: Cumulative LEARning for One-Shot One-Class Image Recognition	Jun 1, 2018	ClassificationGeneral Classification	—Unverified	0
BiRRE: Learning Bidirectional Residual Relation Embeddings for Supervised Hypernymy Detection	Jul 1, 2020	General ClassificationMemorization	—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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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