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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 4461–4470 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Robustness Certificates Against Adversarial Examples for ReLU Networks	Feb 1, 2019	General ClassificationMulti-Label Classification	—Unverified	0	0
Robustness of classification ability of spiking neural networks	Jan 30, 2018	ClassificationGeneral Classification	—Unverified	0	0
Robustness Of Saak Transform Against Adversarial Attacks	Feb 7, 2019	Adversarial RobustnessClassification	—Unverified	0	0
Robustness Verification of Classification Deep Neural Networks via Linear Programming	Jun 1, 2019	ClassificationGeneral Classification	—Unverified	0	0
Robust Nonparametric Regression with Metric-Space Valued Output	Dec 1, 2009	General ClassificationMulti-class Classification	—Unverified	0	0
Robust Object Classification Approach using Spherical Harmonics	Sep 2, 2020	ClassificationData Augmentation	—Unverified	0	0
Robust One-Class Kernel Spectral Regression	Feb 6, 2019	General ClassificationOne-Class Classification	—Unverified	0	0
Robust Optimal Classification Trees under Noisy Labels	Dec 15, 2020	ClassificationGeneral Classification	—Unverified	0	0
Robust Optimization for Non-Convex Objectives	Jul 4, 2017	Bayesian OptimizationGeneral Classification	—Unverified	0	0
Robust OS-ELM with a novel selective ensemble based on particle swarm optimization	Aug 13, 2014	General Classification	—Unverified	0	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