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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 2441–2450 of 14581 papers

Title	Date	Tasks	Status	Hype
An FFT-based Synchronization Approach to Recognize Human Behaviors using STN-LFP Signal	Dec 28, 2016	General Classification	—Unverified	0
A Complete Classification of the Complexity and Rewritability of Ontology-Mediated Queries based on the Description Logic EL	Apr 29, 2019	General Classification	—Unverified	0
An Extensive Technique to Detect and Analyze Melanoma: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2017	Feb 28, 2017	General ClassificationSegmentation	—Unverified	0
An Extensive Experimental Study on the Cluster-based Reference Set Reduction for speeding-up the k-NN Classifier	Sep 30, 2013	General Classification	—Unverified	0
Adversarial Examples Versus Cloud-based Detectors: A Black-box Empirical Study	Jan 4, 2019	General Classificationimage-classification	—Unverified	0
A3T: Adversarially Augmented Adversarial Training	Jan 12, 2018	Adversarial RobustnessBIG-bench Machine Learning	—Unverified	0
BUZz: BUffer Zones for defending adversarial examples in image classification	Oct 3, 2019	ClassificationGeneral Classification	—Unverified	0
An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version)	Sep 16, 2020	AutoMLBIG-bench Machine Learning	—Unverified	0
An Extensive Evaluation of Filtering Misclassified Instances in Supervised Classification Tasks	Dec 13, 2013	General Classification	—Unverified	0
Adversarial Examples from Cryptographic Pseudo-Random Generators	Nov 15, 2018	Binary 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