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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 1251–1260 of 14581 papers

Title	Date	Tasks	Status	Hype
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment	Apr 12, 2021	General ClassificationHeart Segmentation	—Unverified	0
Automated Mechanism Design for Classification with Partial Verification	Apr 12, 2021	ClassificationGeneral Classification	—Unverified	0
COVID-19 detection using chest X-rays: is lung segmentation important for generalization?	Apr 12, 2021	Bayesian InferenceGeneral Classification	CodeCode Available	0
Deep learning using Havrda-Charvat entropy for classification of pulmonary endomicroscopy	Apr 12, 2021	General Classification	—Unverified	0
Intra-Class Uncertainty Loss Function for Classification	Apr 12, 2021	ClassificationGeneral Classification	—Unverified	0
Artificial Intelligence Methods Based Hierarchical Classification of Frontotemporal Dementia to Improve Diagnostic Predictability	Apr 12, 2021	DiagnosticGeneral Classification	—Unverified	0
UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost	Apr 11, 2021	General ClassificationMachine Translation	—Unverified	0
Affinity-Based Hierarchical Learning of Dependent Concepts for Human Activity Recognition	Apr 11, 2021	Activity RecognitionGeneral Classification	—Unverified	0
Hyperspectral Pigment Analysis of Cultural Heritage Artifacts Using the Opaque Form of Kubelka-Munk Theory	Apr 11, 2021	FormGeneral Classification	—Unverified	0
Pay attention to your loss: understanding misconceptions about 1-Lipschitz neural networks	Apr 11, 2021	General ClassificationMisconceptions	CodeCode Available	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