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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 2361–2370 of 14581 papers

Title	Date	Tasks	Status	Hype
A Compressive Classification Framework for High-Dimensional Data	May 9, 2020	Classificationfeature selection	—Unverified	0
Adversarial Machine Learning in Image Classification: A Survey Towards the Defender's Perspective	Sep 8, 2020	BIG-bench Machine LearningGeneral Classification	—Unverified	0
An Introduction to Conditional Random Fields	Nov 17, 2010	General Classificationparameter estimation	—Unverified	0
A novel method for extracting interpretable knowledge from a spiking neural classifier with time-varying synaptic weights	Feb 28, 2019	ClassificationGeneral Classification	—Unverified	0
An Introduction to a New Text Classification and Visualization for Natural Language Processing Using Topological Data Analysis	Jun 3, 2019	General Classificationtext-classification	—Unverified	0
A comprehensive study on the prediction reliability of graph neural networks for virtual screening	Mar 17, 2020	Decision MakingGeneral Classification	—Unverified	0
An Interpretable Compression and Classification System: Theory and Applications	Jul 21, 2019	ClassificationData Compression	—Unverified	0
GeoStat Representations of Time Series for Fast Classification	Jul 13, 2020	ClassificationDynamic Time Warping	—Unverified	0
Adversarially Robust Generalization Requires More Data	Apr 30, 2018	General Classificationimage-classification	—Unverified	0
BrainSegNet : A Segmentation Network for Human Brain Fiber Tractography Data into Anatomically Meaningful Clusters	Oct 14, 2017	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