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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 431–440 of 14581 papers

Title	Date	Tasks	Status	Hype
End-to-End Physics Event Classification with CMS Open Data: Applying Image-Based Deep Learning to Detector Data for the Direct Classification of Collision Events at the LHC	Jul 31, 2018	General Classification	CodeCode Available	1
Enhancement of Short Text Clustering by Iterative Classification	Jan 31, 2020	ClassificationClustering	CodeCode Available	1
A Machine Learning Benchmark for Facies Classification	Jan 12, 2019	BIG-bench Machine LearningClassification	CodeCode Available	1
Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation	Dec 9, 2020	General ClassificationOut-of-Distribution Detection	CodeCode Available	1
Equality of Opportunity in Supervised Learning	Oct 7, 2016	AttributeGeneral Classification	CodeCode Available	1
ESResNet: Environmental Sound Classification Based on Visual Domain Models	Apr 15, 2020	ClassificationEnvironmental Sound Classification	CodeCode Available	1
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification	Aug 31, 2017	Earth ObservationGeneral Classification	CodeCode Available	1
Evaluating histopathology transfer learning with ChampKit	Jun 14, 2022	BenchmarkingCell Detection	CodeCode Available	1
Evidential Deep Learning to Quantify Classification Uncertainty	Jun 5, 2018	Deep LearningGeneral Classification	CodeCode Available	1
ADADELTA: An Adaptive Learning Rate Method	Dec 22, 2012	General Classification	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