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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 3111–3120 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Deep Distribution Regression	Mar 14, 2019	Decision MakingGeneral Classification	CodeCode Available	0	5
Matterport3D: Learning from RGB-D Data in Indoor Environments	Sep 18, 2017	General ClassificationScene Understanding	CodeCode Available	0	5
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to Evolvability	Jun 8, 2020	FairnessGeneral Classification	CodeCode Available	0	5
Max-margin Class Imbalanced Learning with Gaussian Affinity	Jan 23, 2019	ClassificationClustering	CodeCode Available	0	5
McDiarmid Drift Detection Methods for Evolving Data Streams	Oct 5, 2017	Drift DetectionGeneral Classification	CodeCode Available	0	5
Classification using Ensemble Learning under Weighted Misclassification Loss	Dec 16, 2018	Binary ClassificationClassification	CodeCode Available	0	5
DeepFool: a simple and accurate method to fool deep neural networks	Nov 14, 2015	Adversarial AttackGeneral Classification	CodeCode Available	0	5
Deep Convolutional Networks as shallow Gaussian Processes	Aug 16, 2018	Gaussian ProcessesGeneral Classification	CodeCode Available	0	5
Deep convolutional Gaussian processes	Oct 6, 2018	ClassificationGaussian Processes	CodeCode Available	0	5
Deep Convolutional Networks on Graph-Structured Data	Jun 16, 2015	General Classification	CodeCode Available	0	5

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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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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