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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 361–370 of 14581 papers

Title	Date	Tasks	Status	Hype
Classification of Pneumonia and Tuberculosis from Chest X-rays	Mar 25, 2021	BIG-bench Machine LearningClassification	—Unverified	0
Universal Representation Learning from Multiple Domains for Few-shot Classification	Mar 25, 2021	ClassificationFew-Shot Image Classification	CodeCode Available	1
An evidential classifier based on Dempster-Shafer theory and deep learning	Mar 25, 2021	ClassificationGeneral Classification	CodeCode Available	1
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation	Mar 25, 2021	ClassificationDomain Adaptation	CodeCode Available	1
Multi-Target Domain Adaptation via Unsupervised Domain Classification for Weather Invariant Object Detection	Mar 25, 2021	Autonomous DrivingDomain Adaptation	—Unverified	0
Explainability Guided Multi-Site COVID-19 CT Classification	Mar 25, 2021	ClassificationGeneral Classification	CodeCode Available	0
Spatial-spectral Hyperspectral Image Classification via Multiple Random Anchor Graphs Ensemble Learning	Mar 25, 2021	DescriptiveDiversity	—Unverified	0
Multi-Label Classification Neural Networks with Hard Logical Constraints	Mar 24, 2021	ClassificationGeneral Classification	CodeCode Available	1
A Novel Adaptive Minority Oversampling Technique for Improved Classification in Data Imbalanced Scenarios	Mar 24, 2021	ClusteringGeneral Classification	CodeCode Available	1
CNN vs ELM for Image-Based Malware Classification	Mar 24, 2021	BIG-bench Machine LearningClassification	—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