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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 3221–3230 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
DeepConsensus: using the consensus of features from multiple layers to attain robust image classification	Nov 18, 2018	General Classificationimage-classification	CodeCode Available	0	5
DeepCorrect: Correcting DNN models against Image Distortions	May 5, 2017	ClassificationGeneral Classification	CodeCode Available	0	5
Deep Hashing with Category Mask for Fast Video Retrieval	Dec 22, 2017	Code GenerationDeep Hashing	CodeCode Available	0	5
A Skew-Sensitive Evaluation Framework for Imbalanced Data Classification	Oct 12, 2020	ClassificationGeneral Classification	CodeCode Available	0	5
Automatic human sleep stage scoring using Deep Neural Networks	Nov 6, 2018	ClassificationGeneral Classification	CodeCode Available	0	5
MultiVec: a Multilingual and Multilevel Representation Learning Toolkit for NLP	May 1, 2016	Document ClassificationGeneral Classification	CodeCode Available	0	5
Multi-view Deep One-class Classification: A Systematic Exploration	Apr 27, 2021	Anomaly DetectionClassification	CodeCode Available	0	5
Decoupling "when to update" from "how to update"	Jun 8, 2017	Face RecognitionGender Classification	CodeCode Available	0	5
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled Learning	Feb 19, 2019	Binary ClassificationDensity Estimation	CodeCode Available	0	5
Automatic Health Problem Detection from Gait Videos Using Deep Neural Networks	Jun 4, 2019	Feature EngineeringGeneral Classification	CodeCode Available	0	5

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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