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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 1041–1050 of 14581 papers

Title	Date	Tasks	Status	Hype
SoundNet: Learning Sound Representations from Unlabeled Video	Oct 27, 2016	General Classification	CodeCode Available	1
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment	Oct 26, 2016	Decision MakingFairness	CodeCode Available	1
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization	Oct 7, 2016	General ClassificationImage Attribution	CodeCode Available	1
Equality of Opportunity in Supervised Learning	Oct 7, 2016	AttributeGeneral Classification	CodeCode Available	1
CNN Architectures for Large-Scale Audio Classification	Sep 29, 2016	Audio ClassificationEvent Detection	CodeCode Available	1
YouTube-8M: A Large-Scale Video Classification Benchmark	Sep 27, 2016	3D Face ReconstructionAction Recognition	CodeCode Available	1
On the adoption of abductive reasoning for time series interpretation	Sep 19, 2016	General ClassificationTime Series	CodeCode Available	1
Convolutional Recurrent Neural Networks for Music Classification	Sep 14, 2016	General ClassificationMusic Classification	CodeCode Available	1
Sampling Generative Networks	Sep 14, 2016	AttributeBinary Classification	CodeCode Available	1
Semi-Supervised Classification with Graph Convolutional Networks	Sep 9, 2016	Document ClassificationDrug Discovery	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