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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 4871–4880 of 14581 papers

Title	Date	Tasks	Status	Hype
A Novel Multiple Classifier Generation and Combination Framework Based on Fuzzy Clustering and Individualized Ensemble Construction	Jul 31, 2019	ClusteringGeneral Classification	CodeCode Available	0
EdgeNet: A novel approach for Arabic numeral classification	Jul 30, 2019	ClassificationDiversity	CodeCode Available	0
Marine Mammal Species Classification using Convolutional Neural Networks and a Novel Acoustic Representation	Jul 30, 2019	General ClassificationTransfer Learning	—Unverified	0
PointHop: An Explainable Machine Learning Method for Point Cloud Classification	Jul 30, 2019	AttributeBIG-bench Machine Learning	CodeCode Available	1
Zero-shot transfer for implicit discourse relation classification	Jul 30, 2019	ClassificationGeneral Classification	CodeCode Available	0
Pay attention to the activations: a modular attention mechanism for fine-grained image recognition	Jul 30, 2019	Fine-Grained Image RecognitionGeneral Classification	CodeCode Available	0
Screening Mammogram Classification with Prior Exams	Jul 30, 2019	ClassificationGeneral Classification	—Unverified	0
Efficient Method for Categorize Animals in the Wild	Jul 30, 2019	Ensemble LearningGeneral Classification	CodeCode Available	0
A Federated Learning Approach for Mobile Packet Classification	Jul 30, 2019	Classificationfeature selection	—Unverified	0
Improved mutual information measure for classification and community detection	Jul 29, 2019	ClassificationCommunity Detection	—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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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