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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 4201–4210 of 14581 papers

Title	Date	Tasks	Status	Hype
Classification Calibration for Long-tail Instance Segmentation	Oct 29, 2019	ClassificationGeneral Classification	CodeCode Available	1
Adversarial Fisher Vectors for Unsupervised Representation Learning	Oct 29, 2019	General ClassificationRepresentation Learning	CodeCode Available	0
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels	Oct 29, 2019	General ClassificationTime Series	CodeCode Available	3
On the effects of pseudorandom and quantum-random number generators in soft computing	Oct 28, 2019	ClassificationCPU	CodeCode Available	0
Fine-Grained Visual Classification with Batch Confusion Norm	Oct 28, 2019	ClassificationFine-Grained Image Classification	—Unverified	0
Neighborhood Watch: Representation Learning with Local-Margin Triplet Loss and Sampling Strategy for K-Nearest-Neighbor Image Classification	Oct 28, 2019	Data AugmentationGeneral Classification	—Unverified	0
Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products	Oct 28, 2019	ClassificationGeneral Classification	CodeCode Available	0
Shoestring: Graph-Based Semi-Supervised Learning with Severely Limited Labeled Data	Oct 28, 2019	ClassificationFew-Shot Learning	CodeCode Available	0
Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification	Oct 28, 2019	General ClassificationLanguage Modeling	—Unverified	0
IPGuard: Protecting Intellectual Property of Deep Neural Networks via Fingerprinting the Classification Boundary	Oct 28, 2019	General 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