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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 641–650 of 14581 papers

Title	Date	Tasks	Status	Hype
Feature Analyses and Modelling of Lithium-ion Batteries Manufacturing based on Random Forest Classification	Feb 10, 2021	ClassificationFeature Importance	—Unverified	0
Estimation and Applications of Quantiles in Deep Binary Classification	Feb 9, 2021	Binary ClassificationClassification	CodeCode Available	0
Is Space-Time Attention All You Need for Video Understanding?	Feb 9, 2021	Action ClassificationAction Recognition	CodeCode Available	2
Large-Scale Training System for 100-Million Classification at Alibaba	Feb 9, 2021	ClassificationGeneral Classification	—Unverified	0
Enhancing Audio Augmentation Methods with Consistency Learning	Feb 9, 2021	Audio ClassificationAudio Tagging	—Unverified	0
Moving Object Classification with a Sub-6 GHz Massive MIMO Array using Real Data	Feb 9, 2021	ClassificationGeneral Classification	—Unverified	0
Train a One-Million-Way Instance Classifier for Unsupervised Visual Representation Learning	Feb 9, 2021	ClassificationGeneral Classification	—Unverified	0
Improving Scene Graph Classification by Exploiting Knowledge from Texts	Feb 9, 2021	ClassificationGeneral Classification	—Unverified	0
More Is More -- Narrowing the Generalization Gap by Adding Classification Heads	Feb 9, 2021	General Classification	—Unverified	0
Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances	Feb 9, 2021	General Classification	—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