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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 2831–2840 of 14581 papers

Title	Date	Tasks	Status	Hype
A new analytical approach to consistency and overfitting in regularized empirical risk minimization	Jul 1, 2016	Binary ClassificationGeneral Classification	—Unverified	0
An Evolution of CNN Object Classifiers on Low-Resolution Images	Jan 3, 2021	ClassificationGeneral Classification	—Unverified	0
Classification of Lexical Collocation Errors in the Writings of Learners of Spanish	Sep 1, 2015	General Classification	—Unverified	0
Chest X-rays Classification: A Multi-Label and Fine-Grained Problem	Jul 19, 2018	General Classificationimage-classification	—Unverified	0
Chief complaint classification with recurrent neural networks	May 19, 2018	ClassificationDiagnostic	—Unverified	0
Chinese Microblogs Sentiment Classification using Maximum Entropy	Jul 1, 2015	ClassificationGeneral Classification	—Unverified	0
Chinese Relation Classification using Long Short Term Memory Networks	May 1, 2018	ClassificationGeneral Classification	—Unverified	0
Chinese Short Text Classification Based on Domain Knowledge	Oct 1, 2013	ClassificationGeneral Classification	—Unverified	0
Chinese Tense Labelling and Causal Analysis	Dec 1, 2016	General ClassificationQuestion Answering	—Unverified	0
Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose	Feb 5, 2021	ClassificationConformal Prediction	—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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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