General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3051–3075 of 14581 papers

Title	Date	Tasks	Status	Score
Learning to Weight for Text Classification	Mar 28, 2019	ClassificationGeneral Classification	CodeCode Available	5
Classification of Point Cloud Scenes with Multiscale Voxel Deep Network	Apr 10, 2018	ClassificationGeneral Classification	CodeCode Available	5
Multi-scale Processing of Noisy Images using Edge Preservation Losses	Mar 26, 2018	DenoisingEdge Detection	CodeCode Available	5
DeepFool: a simple and accurate method to fool deep neural networks	Nov 14, 2015	Adversarial AttackGeneral Classification	CodeCode Available	5
Learning with less data via Weakly Labeled Patch Classification in Digital Pathology	Nov 27, 2019	General Classification	CodeCode Available	5
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images	Sep 20, 2018	General Classificationimage-classification	CodeCode Available	5
A Plug&Play P300 BCI Using Information Geometry	Aug 30, 2014	ERPGeneral Classification	CodeCode Available	5
Learn to Segment Retinal Lesions and Beyond	Dec 25, 2019	General Classificationimage-classification	CodeCode Available	5
Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance Matrices	Apr 10, 2019	ClusteringDimensionality Reduction	CodeCode Available	5
Leveraging Large Amounts of Weakly Supervised Data for Multi-Language Sentiment Classification	Mar 7, 2017	General ClassificationLanguage Modeling	CodeCode Available	5
Deep Extreme Multi-label Learning	Apr 12, 2017	ClassificationExtreme Multi-Label Classification	CodeCode Available	5
Leveraging the Self-Transition Probability of Ordinal Pattern Transition Graph for Transportation Mode Classification	Jul 16, 2020	General ClassificationTime Series	CodeCode Available	5
Deep Distribution Regression	Mar 14, 2019	Decision MakingGeneral Classification	CodeCode Available	5
GANchors: Realistic Image Perturbation Distributions for Anchors Using Generative Models	Jun 1, 2019	General Classificationimage-classification	CodeCode Available	5
Deep Face Forgery Detection	Apr 6, 2020	Binary ClassificationClassification	CodeCode Available	5
Deep convolutional neural networks for multi-scale time-series classification and application to disruption prediction in fusion devices	Oct 31, 2019	DiagnosticGeneral Classification	CodeCode Available	5
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis	Feb 2, 2018	Breast Cancer DetectionBreast Cancer Histology Image Classification	CodeCode Available	5
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution	Aug 18, 2017	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Appearance-and-Relation Networks for Video Classification	Nov 24, 2017	Action ClassificationAction Recognition	CodeCode Available	5
Linear and Deformable Image Registration with 3D Convolutional Neural Networks	Sep 13, 2018	General ClassificationImage Registration	CodeCode Available	5
Deep Convolutional Networks on Graph-Structured Data	Jun 16, 2015	General Classification	CodeCode Available	5
A Deep Generative Model for Semi-Supervised Classification with Noisy Labels	Sep 16, 2018	General Classification	CodeCode Available	5
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification	Aug 15, 2016	Data AugmentationDictionary Learning	CodeCode Available	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	5
DeepCorrect: Correcting DNN models against Image Distortions	May 5, 2017	ClassificationGeneral Classification	CodeCode Available	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