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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 431–440 of 14581 papers

Title	Date	Tasks	Status	Hype
Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information	Sep 3, 2020	AttributeFairness	CodeCode Available	1
Unsupervised Feature Learning by Autoencoder and Prototypical Contrastive Learning for Hyperspectral Classification	Sep 2, 2020	Contrastive LearningGeneral Classification	CodeCode Available	1
Sentimental LIAR: Extended Corpus and Deep Learning Models for Fake Claim Classification	Sep 1, 2020	Cultural Vocal Bursts Intensity PredictionEmotion Recognition	CodeCode Available	1
VarifocalNet: An IoU-aware Dense Object Detector	Aug 31, 2020	General ClassificationObject	CodeCode Available	1
Deep Hypergraph U-Net for Brain Graph Embedding and Classification	Aug 30, 2020	ClassificationDiagnostic	CodeCode Available	1
Self-Supervised Learning for Large-Scale Unsupervised Image Clustering	Aug 24, 2020	ClusteringGeneral Classification	CodeCode Available	1
Automatic sleep stage classification with deep residual networks in a mixed-cohort setting	Aug 21, 2020	Automatic Sleep Stage ClassificationBenchmarking	CodeCode Available	1
Conditional Wasserstein GAN-based Oversampling of Tabular Data for Imbalanced Learning	Aug 20, 2020	ClassificationGeneral Classification	CodeCode Available	1
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean Space	Aug 19, 2020	Binary ClassificationDecision Making	CodeCode Available	1
AP-Loss for Accurate One-Stage Object Detection	Aug 17, 2020	ClassificationGeneral Classification	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	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