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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 1811–1820 of 14581 papers

Title	Date	Tasks	Status	Hype
A Fundamental Performance Limitation for Adversarial Classification	Mar 4, 2019	BIG-bench Machine LearningBinary Classification	—Unverified	0
A large comparison of feature-based approaches for buried target classification in forward-looking ground-penetrating radar	Feb 9, 2017	General ClassificationObject Recognition	—Unverified	0
Associative and Semantic Features Extracted From Web-Harvested Corpora	May 1, 2012	ClassificationGeneral Classification	—Unverified	0
A Large Contextual Dataset for Classification, Detection and Counting of Cars with Deep Learning	Sep 14, 2016	Density EstimationGeneral Classification	—Unverified	0
A Stable Cardinality Distance for Topological Classification	Dec 4, 2018	ClassificationGeneral Classification	—Unverified	0
A Stable Combinatorial Particle Swarm Optimization for Scalable Feature Selection in Gene Expression Data	Jan 24, 2019	DiagnosticDiversity	—Unverified	0
A Stable Multi-Scale Kernel for Topological Machine Learning	Dec 21, 2014	3D Shape ClassificationBIG-bench Machine Learning	—Unverified	0
A Stacking Gated Neural Architecture for Implicit Discourse Relation Classification	Nov 1, 2016	Feature EngineeringGeneral Classification	—Unverified	0
A Statistical Approach to Increase Classification Accuracy in Supervised Learning Algorithms	Sep 5, 2017	BIG-bench Machine LearningClassification	—Unverified	0
Autism Spectrum Disorder Classification using Graph Kernels on Multidimensional Time Series	Nov 29, 2016	General ClassificationTime Series	—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