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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 2331–2340 of 14581 papers

Title	Date	Tasks	Status	Hype
SmallBigNet: Integrating Core and Contextual Views for Video Classification	Jun 25, 2020	ClassificationGeneral Classification	CodeCode Available	1
Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification	Jun 25, 2020	ClassificationDiagnostic	—Unverified	0
A New Modal Autoencoder for Functionally Independent Feature Extraction	Jun 25, 2020	DecoderGeneral Classification	—Unverified	0
Deep Residual 3D U-Net for Joint Segmentation and Texture Classification of Nodules in Lung	Jun 25, 2020	ClassificationGeneral Classification	—Unverified	0
The Max-Cut Decision Tree: Improving on the Accuracy and Running Time of Decision Trees	Jun 25, 2020	ClassificationCPU	—Unverified	0
Parametric Instance Classification for Unsupervised Visual Feature Learning	Jun 25, 2020	ClassificationGeneral Classification	CodeCode Available	1
Learning Data Augmentation with Online Bilevel Optimization for Image Classification	Jun 25, 2020	Bilevel OptimizationClassification	CodeCode Available	1
Background Knowledge Injection for Interpretable Sequence Classification	Jun 25, 2020	Activity RecognitionClassification	—Unverified	0
Defending against adversarial attacks on medical imaging AI system, classification or detection?	Jun 24, 2020	Adversarial DefenseGeneral Classification	CodeCode Available	0
Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping	Jun 24, 2020	ClassificationGeneral Classification	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