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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 4581–4590 of 14581 papers

Title	Date	Tasks	Status	Hype
TDAPNet: Prototype Network with Recurrent Top-Down Attention for Robust Object Classification under Partial Occlusion	Sep 9, 2019	General ClassificationObject	—Unverified	0
Sequential Convolutional Recurrent Neural Networks for Fast Automatic Modulation Classification	Sep 9, 2019	ClassificationDimensionality Reduction	CodeCode Available	0
Learning Fair Rule Lists	Sep 9, 2019	ClassificationDecision Making	CodeCode Available	0
Latent Multi-view Semi-Supervised Classification	Sep 9, 2019	ClassificationGeneral Classification	CodeCode Available	0
Learning Concepts Definable in First-Order Logic with Counting	Sep 9, 2019	General ClassificationPAC learning	—Unverified	0
Evolving Order and Chaos: Comparing Particle Swarm Optimization and Genetic Algorithms for Global Coordination of Cellular Automata	Sep 8, 2019	General Classification	—Unverified	0
Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks	Sep 8, 2019	General ClassificationGraph Neural Network	CodeCode Available	0
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks	Sep 8, 2019	BenchmarkingClassification	CodeCode Available	0
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey	Sep 8, 2019	General ClassificationModel Selection	CodeCode Available	0
Order-free Learning Alleviating Exposure Bias in Multi-label Classification	Sep 8, 2019	DecoderGeneral Classification	CodeCode Available	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