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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 691–700 of 14581 papers

Title	Date	Tasks	Status	Hype
Time Series Classification via Topological Data Analysis	Feb 3, 2021	ClassificationGeneral Classification	—Unverified	0
Interpretable COVID-19 Chest X-Ray Classification via Orthogonality Constraint	Feb 2, 2021	ClassificationData Augmentation	—Unverified	0
Recurrent Neural Network for MoonBoard Climbing Route Classification and Generation	Feb 2, 2021	BIG-bench Machine LearningClassification	—Unverified	0
Graph Classification Based on Skeleton and Component Features	Feb 2, 2021	ClassificationGeneral Classification	—Unverified	0
PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation	Feb 2, 2021	Audio ClassificationAudio Tagging	CodeCode Available	1
Super-klust: Another Way of Piecewise Linear Classification	Feb 2, 2021	ClassificationClustering	CodeCode Available	0
Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism	Feb 2, 2021	DiagnosticGeneral Classification	—Unverified	0
When Noise meets Chaos: Stochastic Resonance in Neurochaos Learning	Feb 2, 2021	ClassificationGeneral Classification	CodeCode Available	1
Single Model Deep Learning on Imbalanced Small Datasets for Skin Lesion Classification	Feb 2, 2021	ClassificationData Augmentation	CodeCode Available	1
Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification	Feb 1, 2021	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	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