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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 101–110 of 14581 papers

Title	Date	Tasks	Status	Hype
LFI-CAM: Learning Feature Importance for Better Visual Explanation	May 3, 2021	ClassificationDecision Making	CodeCode Available	1
Weighted Least Squares Twin Support Vector Machine with Fuzzy Rough Set Theory for Imbalanced Data Classification	May 3, 2021	ClassificationGeneral Classification	—Unverified	0
Spectral Machine Learning for Pancreatic Mass Imaging Classification	May 3, 2021	BIG-bench Machine LearningClassification	—Unverified	0
Deep Neural Network for Musical Instrument Recognition using MFCCs	May 3, 2021	General ClassificationInstrument Recognition	—Unverified	0
AGMB-Transformer: Anatomy-Guided Multi-Branch Transformer Network for Automated Evaluation of Root Canal Therapy	May 2, 2021	AnatomyGeneral Classification	CodeCode Available	0
Subspace Representation Learning for Few-shot Image Classification	May 2, 2021	ClassificationDiversity	—Unverified	0
Enhancing Fine-Grained Classification for Low Resolution Images	May 1, 2021	AttributeClassification	—Unverified	0
Flow-Packet Hybrid Traffic Classification for Class-Aware Network Routing	Apr 30, 2021	BIG-bench Machine LearningClassification	—Unverified	0
GM-MLIC: Graph Matching based Multi-Label Image Classification	Apr 30, 2021	ClassificationGeneral Classification	—Unverified	0
Out-of-Scope Domain and Intent Classification through Hierarchical Joint Modeling	Apr 30, 2021	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