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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 1581–1590 of 14581 papers

Title	Date	Tasks	Status	Hype
Approximation Algorithms for Cascading Prediction Models	Feb 21, 2018	General ClassificationPrediction	—Unverified	0
A Generalization Error Bound for Multi-class Domain Generalization	May 24, 2019	ClassificationDomain Generalization	—Unverified	0
A Streaming Algorithm for Crowdsourced Data Classification	Feb 23, 2016	Binary ClassificationClassification	—Unverified	0
ASTROMLSKIT: A New Statistical Machine Learning Toolkit: A Platform for Data Analytics in Astronomy	Apr 29, 2015	AstronomyBIG-bench Machine Learning	—Unverified	0
A pragmatic approach to multi-class classification	Jan 6, 2016	ClassificationGeneral Classification	—Unverified	0
A Preliminary Exploration into an Alternative CellLineNet: An Evolutionary Approach	Jul 26, 2020	ClassificationGeneral Classification	—Unverified	0
A Preliminary Study on Data Augmentation of Deep Learning for Image Classification	Jun 9, 2019	Data AugmentationDeep Learning	—Unverified	0
A Preliminary Study on Hyperparameter Configuration for Human Activity Recognition	Oct 25, 2018	Activity RecognitionClassification	—Unverified	0
Apricot variety classification using image processing and machine learning approaches	Dec 27, 2019	BIG-bench Machine LearningClassification	—Unverified	0
A Fused Elastic Net Logistic Regression Model for Multi-Task Binary Classification	Dec 30, 2013	Binary ClassificationGeneral 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