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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 1071–1080 of 14581 papers

Title	Date	Tasks	Status	Hype
Semi-Supervised Learning with Ladder Networks	Jul 9, 2015	General ClassificationSemi-Supervised Image Classification	CodeCode Available	1
Strategic Classification	Jun 23, 2015	BIG-bench Machine LearningClassification	CodeCode Available	1
BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture Analysis	Jun 10, 2015	Decision MakingFire Detection	CodeCode Available	1
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning	Jun 6, 2015	Bayesian InferenceDeep Reinforcement Learning	CodeCode Available	1
Imaging Time-Series to Improve Classification and Imputation	Jun 1, 2015	ClassificationGeneral Classification	CodeCode Available	1
Domain-Adversarial Training of Neural Networks	May 28, 2015	Domain AdaptationDomain Generalization	CodeCode Available	1
Weight Uncertainty in Neural Networks	May 20, 2015	Bayesian InferenceGeneral Classification	CodeCode Available	1
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	Feb 11, 2015	General Classificationimage-classification	CodeCode Available	1
Constrained Extreme Learning Machines: A Study on Classification Cases	Jan 25, 2015	ClassificationGeneral Classification	CodeCode Available	1
Deep Roto-Translation Scattering for Object Classification	Dec 30, 2014	ClassificationDictionary Learning	CodeCode Available	1

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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