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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 3071–3080 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification	Aug 15, 2016	Data AugmentationDictionary Learning	CodeCode Available	0	5
A Deep Generative Model for Semi-Supervised Classification with Noisy Labels	Sep 16, 2018	General Classification	CodeCode Available	0	5
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis	Feb 2, 2018	Breast Cancer DetectionBreast Cancer Histology Image Classification	CodeCode Available	0	5
Classification of simulated radio signals using Wide Residual Networks for use in the search for extra-terrestrial intelligence	Mar 23, 2018	General ClassificationTime Series	CodeCode Available	0	5
A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification	Jan 2, 2019	General Classificationimage-classification	CodeCode Available	0	5
Deep convolutional Gaussian processes	Oct 6, 2018	ClassificationGaussian Processes	CodeCode Available	0	5
Application of a Convolutional Neural Network for image classification to the analysis of collisions in High Energy Physics	Aug 23, 2017	Deep LearningGeneral Classification	CodeCode Available	0	5
Classification of Smoking and Calling using Deep Learning	Dec 15, 2020	ClassificationDeep Learning	CodeCode Available	0	5
DeepConsensus: using the consensus of features from multiple layers to attain robust image classification	Nov 18, 2018	General Classificationimage-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	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