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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 591–600 of 14581 papers

Title	Date	Tasks	Status	Hype
Deep learning-based COVID-19 pneumonia classification using chest CT images: model generalizability	Feb 18, 2021	Computed Tomography (CT)General Classification	—Unverified	0
Inferring Graph Signal Translations as Invariant Transformations for Classification Tasks	Feb 18, 2021	ClassificationGeneral Classification	—Unverified	0
Efficient Online ML API Selection for Multi-Label Classification Tasks	Feb 18, 2021	General Classificationimage-classification	—Unverified	0
Optimizing Black-box Metrics with Iterative Example Weighting	Feb 18, 2021	Domain AdaptationGeneral Classification	CodeCode Available	0
Regular Expressions for Fast-response COVID-19 Text Classification	Feb 18, 2021	ClassificationGeneral Classification	—Unverified	0
A Deep Embedded Refined Clustering Approach for Breast Cancer Distinction based on DNA Methylation	Feb 18, 2021	Cancer ClassificationClustering	—Unverified	0
EEG-based Texture Roughness Classification in Active Tactile Exploration with Invariant Representation Learning Networks	Feb 17, 2021	EEGElectroencephalogram (EEG)	—Unverified	0
Improving Hierarchical Adversarial Robustness of Deep Neural Networks	Feb 17, 2021	Adversarial DefenseAdversarial Robustness	—Unverified	0
Crop mapping from image time series: deep learning with multi-scale label hierarchies	Feb 17, 2021	Crop ClassificationGeneral Classification	CodeCode Available	1
Data-Driven Logistic Regression Ensembles With Applications in Genomics	Feb 17, 2021	Binary ClassificationDiversity	—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