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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 3691–3700 of 14581 papers

Title	Date	Tasks	Status	Hype
The Real-World-Weight Cross-Entropy Loss Function: Modeling the Costs of Mislabeling	Jan 3, 2020	BIG-bench Machine LearningDiagnostic	—Unverified	0
Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data	Jan 3, 2020	General ClassificationMULTI-VIEW LEARNING	—Unverified	0
Question Type Classification Methods Comparison	Jan 3, 2020	ClassificationGeneral Classification	—Unverified	0
Graph-FCN for image semantic segmentation	Jan 2, 2020	Deep LearningGeneral Classification	—Unverified	0
Butterfly Detection and Classification Based on Integrated YOLO Algorithm	Jan 2, 2020	ClassificationGeneral Classification	CodeCode Available	0
Reasoning on Knowledge Graphs with Debate Dynamics	Jan 2, 2020	General ClassificationKnowledge Graphs	CodeCode Available	1
Learning Lexical Subspaces in a Distributional Vector Space	Jan 1, 2020	General ClassificationWord Embeddings	CodeCode Available	0
Optimistic bounds for multi-output learning	Jan 1, 2020	General ClassificationMulti-class Classification	—Unverified	0
Optimal Statistical Guaratees for Adversarially Robust Gaussian Classification	Jan 1, 2020	Adversarial RobustnessClassification	—Unverified	0
Healing Gaussian Process Experts	Jan 1, 2020	Gaussian ProcessesGeneral 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	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