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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 1311–1320 of 14581 papers

Title	Date	Tasks	Status	Hype
AC-VAE: Learning Semantic Representation with VAE for Adaptive Clustering	Jan 1, 2021	ClassificationClustering	—Unverified	0
Weakly Supervised Prostate TMA Classification via Graph Convolutional Networks	Oct 29, 2019	ClassificationGeneral Classification	—Unverified	0
Applications of Online Deep Learning for Crisis Response Using Social Media Information	Oct 4, 2016	Decision MakingDisaster Response	—Unverified	0
Applying an Ensemble Learning Method for Improving Multi-label Classification Performance	Jan 7, 2018	ClassificationEnsemble Learning	—Unverified	0
A Kolmogorov Complexity Approach to Generalization in Deep Learning	Sep 25, 2019	ClassificationDeep Learning	—Unverified	0
A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification	Aug 1, 2018	General ClassificationImplicit Discourse Relation Classification	—Unverified	0
Accuracy Improvement for Fully Convolutional Networks via Selective Augmentation with Applications to Electrocardiogram Data	Apr 25, 2021	Data AugmentationGeneral Classification	—Unverified	0
A Curated Image Parameter Dataset from Solar Dynamics Observatory Mission	Jun 3, 2019	Content-Based Image RetrievalDimensionality Reduction	—Unverified	0
A Kernel Classification Framework for Metric Learning	Sep 23, 2013	ClassificationGeneral Classification	—Unverified	0
Application of the Neural Network Dependability Kit in Real-World Environments	Dec 14, 2020	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