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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 2741–2750 of 14581 papers

Title	Date	Tasks	Status	Hype
Embedded Chaotic Whale Survival Algorithm for Filter-Wrapper Feature Selection	May 10, 2020	feature selectionGeneral Classification	—Unverified	0
Ensemble Wrapper Subsampling for Deep Modulation Classification	May 10, 2020	Classificationfeature selection	CodeCode Available	0
Multi-Task Learning in Histo-pathology for Widely Generalizable Model	May 9, 2020	Cancer ClassificationClassification	—Unverified	0
Cloud-based Federated Boosting for Mobile Crowdsensing	May 9, 2020	Federated LearningGeneral Classification	—Unverified	0
A Compressive Classification Framework for High-Dimensional Data	May 9, 2020	Classificationfeature selection	—Unverified	0
Provable Robust Classification via Learned Smoothed Densities	May 9, 2020	ClassificationGeneral Classification	—Unverified	0
Comparative Analysis of Text Classification Approaches in Electronic Health Records	May 8, 2020	ClassificationGeneral Classification	—Unverified	0
Explainable Matrix -- Visualization for Global and Local Interpretability of Random Forest Classification Ensembles	May 8, 2020	General Classification	—Unverified	0
Geometric graphs from data to aid classification tasks with graph convolutional networks	May 8, 2020	ClassificationGeneral Classification	CodeCode Available	0
Y-Net for Chest X-Ray Preprocessing: Simultaneous Classification of Geometry and Segmentation of Annotations	May 8, 2020	ClassificationDiagnostic	—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