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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 2531–2540 of 14581 papers

Title	Date	Tasks	Status	Hype
Network Together: Node Classification via Cross-Network Deep Network Embedding	Jun 4, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
Semi-supervised and Unsupervised Methods for Heart Sounds Classification in Restricted Data Environments	Jun 4, 2020	Anomaly DetectionDiagnostic	—Unverified	0
Deep Sequential Feature Learning in Clinical Image Classification of Infectious Keratitis	Jun 4, 2020	DiagnosticGeneral Classification	—Unverified	0
Pathological myopia classification with simultaneous lesion segmentation using deep learning	Jun 4, 2020	ClassificationDeep Learning	—Unverified	0
Handling missing data in model-based clustering	Jun 4, 2020	ClusteringData Augmentation	—Unverified	0
2D Image Features Detector And Descriptor Selection Expert System	Jun 4, 2020	ClassificationGeneral Classification	—Unverified	0
Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE	Jun 3, 2020	General Classificationimage-classification	CodeCode Available	1
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images	Jun 3, 2020	COVID-19 DiagnosisGeneral Classification	CodeCode Available	1
Classification with Valid and Adaptive Coverage	Jun 3, 2020	ClassificationGeneral Classification	CodeCode Available	1
Interpretable Time-series Classification on Few-shot Samples	Jun 3, 2020	ClassificationFew-Shot Learning	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