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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 4311–4320 of 14581 papers

Title	Date	Tasks	Status	Hype
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories	Oct 16, 2019	ClassificationGeneral Classification	CodeCode Available	1
FewRel 2.0: Towards More Challenging Few-Shot Relation Classification	Oct 16, 2019	ClassificationDomain Adaptation	CodeCode Available	0
Active Learning for Graph Neural Networks via Node Feature Propagation	Oct 16, 2019	Active LearningClustering	—Unverified	0
Contextual Joint Factor Acoustic Embeddings	Oct 16, 2019	ClassificationDecoder	—Unverified	0
Conditional Learning of Fair Representations	Oct 16, 2019	ClassificationFairness	—Unverified	0
Notes on Margin Training and Margin p-Values for Deep Neural Network Classifiers	Oct 15, 2019	General Classification	—Unverified	0
MUTE: Data-Similarity Driven Multi-hot Target Encoding for Neural Network Design	Oct 15, 2019	General Classificationimage-classification	—Unverified	0
Optimizing Convolutional Neural Networks for Embedded Systems by Means of Neuroevolution	Oct 15, 2019	ClassificationGeneral Classification	—Unverified	0
Quantifying Classification Uncertainty using Regularized Evidential Neural Networks	Oct 15, 2019	ClassificationGeneral Classification	—Unverified	0
RiWalk: Fast Structural Node Embedding via Role Identification	Oct 15, 2019	Feature EngineeringGeneral Classification	CodeCode Available	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