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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 3131–3140 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Classification with Costly Features using Deep Reinforcement Learning	Nov 20, 2017	ClassificationClassification with Costly Features	CodeCode Available	0	5
DeepCorrect: Correcting DNN models against Image Distortions	May 5, 2017	ClassificationGeneral Classification	CodeCode Available	0	5
Deep Convolutional Networks on Graph-Structured Data	Jun 16, 2015	General Classification	CodeCode Available	0	5
Metric Learning for Ordered Labeled Trees with pq-grams	Mar 9, 2020	General ClassificationMetric Learning	CodeCode Available	0	5
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification	Dec 20, 2019	General Classification	CodeCode Available	0	5
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification	Aug 15, 2016	Data AugmentationDictionary Learning	CodeCode Available	0	5
Deep convolutional Gaussian processes	Oct 6, 2018	ClassificationGaussian Processes	CodeCode Available	0	5
Classification without labels: Learning from mixed samples in high energy physics	Aug 9, 2017	General ClassificationVocal Bursts Intensity Prediction	CodeCode Available	0	5
3D CNN with Localized Residual Connections for Hyperspectral Image Classification	Dec 6, 2019	ClassificationGeneral Classification	CodeCode Available	0	5
Deep Convolutional Networks as shallow Gaussian Processes	Aug 16, 2018	Gaussian ProcessesGeneral Classification	CodeCode Available	0	5

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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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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