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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 1511–1520 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Deep Learning with Gaussian Differential Privacy	Nov 26, 2019	Deep LearningGeneral Classification	CodeCode Available	0	5
A pathway-based kernel boosting method for sample classification using genomic data	Mar 11, 2018	General Classification	CodeCode Available	0	5
Channel selection using Gumbel Softmax	Dec 11, 2018	channel selectionClassification	CodeCode Available	0	5
Deep Neural Network Architectures for Modulation Classification	Dec 1, 2017	ClassificationGeneral Classification	CodeCode Available	0	5
A PCB Dataset for Defects Detection and Classification	Jan 24, 2019	ClassificationGeneral Classification	CodeCode Available	0	5
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning	Apr 16, 2020	Anomaly DetectionGeneral Classification	CodeCode Available	0	5
A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification	Aug 9, 2019	General ClassificationHeart Rate Variability	CodeCode Available	0	5
A Persistent Weisfeiler–Lehman Procedure for Graph Classification	Jun 9, 2019	ClassificationGeneral Classification	CodeCode Available	0	5
Deep-Learnt Classification of Light Curves	Sep 19, 2017	AstronomyClassification	CodeCode Available	0	5
Deep learning with differential Gaussian process flows	Oct 9, 2018	Deep LearningGaussian Processes	CodeCode Available	0	5

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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