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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 1921–1930 of 14581 papers

Title	Date	Tasks	Status	Hype
A Theory of Diagnostic Interpretation in Supervised Classification	Jun 26, 2018	ClassificationDiagnostic	—Unverified	0
A Theory on AI Uncertainty Based on Rademacher Complexity and Shannon Entropy	Nov 19, 2020	General Classification	—Unverified	0
A Thorough Comparison Study on Adversarial Attacks and Defenses for Common Thorax Disease Classification in Chest X-rays	Mar 31, 2020	Adversarial AttackGeneral Classification	—Unverified	0
A Three-Player GAN: Generating Hard Samples To Improve Classification Networks	Mar 8, 2019	ClassificationGeneral Classification	—Unverified	0
Alternating Segmentation and Simulation for Contrast Adaptive Tissue Classification	Nov 17, 2018	AnatomyClassification	—Unverified	0
Adaptive Ensemble of Classifiers with Regularization for Imbalanced Data Classification	Aug 9, 2019	ClassificationGeneral Classification	—Unverified	0
Actionable and Political Text Classification using Word Embeddings and LSTM	Jul 8, 2016	ClassificationGeneral Classification	—Unverified	0
Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification with Chest CT	May 7, 2020	ClassificationComputed Tomography (CT)	—Unverified	0
A Topological "Reading" Lesson: Classification of MNIST using TDA	Oct 18, 2019	BIG-bench Machine LearningClassification	—Unverified	0
Appending Adversarial Frames for Universal Video Attack	Dec 10, 2019	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