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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 2511–2520 of 14581 papers

Title	Date	Tasks	Status	Hype
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to Evolvability	Jun 8, 2020	FairnessGeneral Classification	CodeCode Available	0
Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees	Jun 8, 2020	FairnessGeneral Classification	CodeCode Available	0
Motion Prediction using Trajectory Sets and Self-Driving Domain Knowledge	Jun 8, 2020	ClassificationGeneral Classification	CodeCode Available	0
Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples	Jun 7, 2020	General ClassificationMetric Learning	CodeCode Available	1
Multi-view Contrastive Learning for Online Knowledge Distillation	Jun 7, 2020	ClassificationContrastive Learning	CodeCode Available	1
Thoracic Disease Identification and Localization using Distance Learning and Region Verification	Jun 7, 2020	ClassificationGeneral Classification	—Unverified	0
How useful is Active Learning for Image-based Plant Phenotyping?	Jun 7, 2020	Active LearningClassification	CodeCode Available	0
Medical Concept Normalization in User Generated Texts by Learning Target Concept Embeddings	Jun 7, 2020	General ClassificationMedical Concept Normalization	—Unverified	0
Distributionally Robust Weighted k-Nearest Neighbors	Jun 7, 2020	Few-Shot LearningGeneral Classification	—Unverified	0
Deep Mining External Imperfect Data for Chest X-ray Disease Screening	Jun 6, 2020	General ClassificationMissing Labels	—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