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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 4301–4310 of 14581 papers

Title	Date	Tasks	Status	Hype
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy?	Apr 30, 2015	compressed sensingDictionary Learning	—Unverified	0
An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines	Sep 11, 2018	General ClassificationVariable Selection	—Unverified	0
Deep Neural Object Analysis by Interactive Auditory Exploration with a Humanoid Robot	Jul 3, 2018	General ClassificationMaterial Classification	—Unverified	0
An Effective Way to Improve YouTube-8M Classification Accuracy in Google Cloud Platform	Jun 26, 2017	ClassificationDeep Learning	—Unverified	0
Bayesian Pool-based Active Learning With Abstention Feedbacks	May 23, 2017	Active LearningGeneral Classification	—Unverified	0
A Comparative Evaluation of Curriculum Learning with Filtering and Boosting	Dec 17, 2013	General Classification	—Unverified	0
DeepN-JPEG: A Deep Neural Network Favorable JPEG-based Image Compression Framework	Mar 14, 2018	Data CompressionGeneral Classification	—Unverified	0
DeepObfuscator: Obfuscating Intermediate Representations with Privacy-Preserving Adversarial Learning on Smartphones	Sep 9, 2019	General ClassificationImage Classification	—Unverified	0
Bayesian Optimization of Text Representations	Mar 2, 2015	Bayesian OptimizationGeneral Classification	—Unverified	0
A Deep Reinforced Sequence-to-Set Model for Multi-Label Text Classification	Sep 10, 2018	Deep Reinforcement LearningGeneral 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