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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 1391–1400 of 14581 papers

Title	Date	Tasks	Status	Hype
A History of Cluster Analysis Using the Classification Society's Bibliography Over Four Decades	Sep 1, 2012	ClassificationGeneral Classification	—Unverified	0
A High Speed Multi-label Classifier based on Extreme Learning Machines	Aug 31, 2016	ClassificationGeneral Classification	—Unverified	0
Active Learning for Structured Probabilistic Models With Histogram Approximation	Jun 1, 2015	Active LearningGeneral Classification	—Unverified	0
A high-reproducibility and high-accuracy method for automated topic classification	Feb 3, 2014	Community DetectionComputational Efficiency	—Unverified	0
A Hierarchy of Graph Neural Networks Based on Learnable Local Features	Nov 13, 2019	General ClassificationGraph Classification	—Unverified	0
Active Learning for One-Class Classification Using Two One-Class Classifiers	Jan 10, 2019	Active LearningGeneral Classification	—Unverified	0
Accelerating Stochastic Gradient Descent Using Antithetic Sampling	Oct 7, 2018	Binary ClassificationGeneral Classification	—Unverified	0
A Hierarchical Spectral Method for Extreme Classification	Nov 10, 2015	ClassificationGeneral Classification	—Unverified	0
A Hierarchical Neural Network for Information Extraction of Product Attribute and Condition Sentences	Dec 1, 2016	AttributeGeneral Classification	—Unverified	0
Cursive Multilingual Characters Recognition Based on Hard Geometric Features	Apr 7, 2019	General ClassificationSegmentation	—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