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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 631–640 of 14581 papers

Title	Date	Tasks	Status	Hype
New Metrics Between Rational Spectra and their Connection to Optimal Transport	Apr 20, 2020	ClusteringGeneral Classification	CodeCode Available	1
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation	Apr 15, 2020	COVID-19 DiagnosisDiagnostic	CodeCode Available	1
ESResNet: Environmental Sound Classification Based on Visual Domain Models	Apr 15, 2020	ClassificationEnvironmental Sound Classification	CodeCode Available	1
SPECTER: Document-level Representation Learning using Citation-informed Transformers	Apr 15, 2020	Citation PredictionDocument Classification	CodeCode Available	1
A Framework for Enhancing Deep Neural Networks Against Adversarial Malware	Apr 15, 2020	General ClassificationMalware Classification	CodeCode Available	1
Melanoma Detection using Adversarial Training and Deep Transfer Learning	Apr 14, 2020	General ClassificationImage Generation	CodeCode Available	1
Multi-source Attention for Unsupervised Domain Adaptation	Apr 14, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
Learning from Aggregate Observations	Apr 14, 2020	Binary ClassificationClassification	CodeCode Available	1
Melanoma Detection using Adversarial Training and Deep Transfer Learning	Apr 14, 2020	Conditional Image GenerationGeneral Classification	CodeCode Available	1
Uncertainty estimation for classification and risk prediction on medical tabular data	Apr 13, 2020	General Classification	CodeCode Available	1

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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