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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 871–880 of 14581 papers

Title	Date	Tasks	Status	Hype
A unifying approach on bias and variance analysis for classification	Jan 5, 2021	ClassificationGeneral Classification	—Unverified	0
One vs Previous and Similar Classes Learning -- A Comparative Study	Jan 5, 2021	General ClassificationMulti-class Classification	—Unverified	0
To do or not to do: cost-sensitive causal decision-making	Jan 5, 2021	ClassificationDecision Making	—Unverified	0
PointCutMix: Regularization Strategy for Point Cloud Classification	Jan 5, 2021	3D Point Cloud ClassificationClassification	CodeCode Available	1
Explainable Neural Network-based Modulation Classification via Concept Bottleneck Models	Jan 4, 2021	ClassificationGeneral Classification	—Unverified	0
A Novel Bio-Inspired Hybrid Multi-Filter Wrapper Gene Selection Method with Ensemble Classifier for Microarray Data	Jan 4, 2021	ClassificationGeneral Classification	—Unverified	0
Towards Network Traffic Monitoring Using Deep Transfer Learning	Jan 4, 2021	ClassificationGeneral Classification	—Unverified	0
Fast Ensemble Learning Using Adversarially-Generated Restricted Boltzmann Machines	Jan 4, 2021	Autonomous DrivingEnsemble Learning	CodeCode Available	0
In-Ear SpO2 for Classification of Cognitive Workload	Jan 3, 2021	Brain Computer InterfaceClassification	—Unverified	0
Iterative weak/self-supervised classification framework for abnormal events detection	Jan 3, 2021	Abnormal Event Detection In VideoAnomaly Detection	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