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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 1591–1600 of 14581 papers

Title	Date	Tasks	Status	Hype
A probabilistic approach to emission-line galaxy classification	Mar 22, 2017	ClassificationGeneral Classification	—Unverified	0
A Probabilistic Collaborative Representation Based Approach for Pattern Classification	Jun 1, 2016	ClassificationGeneral Classification	—Unverified	0
A Probabilistic _1 Method for Clustering High Dimensional Data	Apr 6, 2015	ClusteringGeneral Classification	—Unverified	0
A Probabilistic Framework for Deep Learning	Dec 6, 2016	Deep LearningGeneral Classification	—Unverified	0
A Probabilistic Interpretation of Sampling Theory of Graph Signals	Mar 23, 2015	General Classification	—Unverified	0
A Probabilistic Machine Learning Approach to Detect Industrial Plant Faults	Mar 18, 2016	BIG-bench Machine LearningClassification	—Unverified	0
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems	Sep 4, 2016	Binary ClassificationClassification	—Unverified	0
A probabilistic patch based image representation using Conditional Random Field model for image classification	Jul 22, 2016	ClassificationFace Recognition	—Unverified	0
A Fused Elastic Net Logistic Regression Model for Multi-Task Binary Classification	Dec 30, 2013	Binary ClassificationGeneral Classification	—Unverified	0
Application of the Signature Method to Pattern Recognition in the CEQUEL Clinical Trial	Jun 7, 2016	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