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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 681–690 of 14581 papers

Title	Date	Tasks	Status	Hype
Instance-based learning using the Half-Space Proximal Graph	Feb 4, 2021	ClassificationGeneral Classification	—Unverified	0
Deep CNNs for large scale species classification	Feb 3, 2021	ClassificationGeneral Classification	—Unverified	0
Uncertain Time Series Classification With Shapelet Transform	Feb 3, 2021	ClassificationGeneral Classification	CodeCode Available	1
Noise-robust classification with hypergraph neural network	Feb 3, 2021	ClassificationGeneral Classification	—Unverified	0
Detecting Bias in Transfer Learning Approaches for Text Classification	Feb 3, 2021	ClassificationGeneral Classification	—Unverified	0
Nearest Neighbor-based Importance Weighting	Feb 3, 2021	BIG-bench Machine LearningClassification	—Unverified	0
Learning Graph Representations	Feb 3, 2021	General ClassificationGraph Classification	—Unverified	0
Trusted Multi-View Classification	Feb 3, 2021	ClassificationGeneral Classification	CodeCode Available	1
Time Series Classification via Topological Data Analysis	Feb 3, 2021	ClassificationGeneral Classification	—Unverified	0
Unobserved classes and extra variables in high-dimensional discriminant analysis	Feb 3, 2021	ClassificationGeneral Classification	—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