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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 2461–2470 of 14581 papers

Title	Date	Tasks	Status	Hype
Federated and continual learning for classification tasks in a society of devices	Jun 12, 2020	Continual LearningFederated Learning	—Unverified	0
Power System Disturbance Classification with Online Event-Driven Neuromorphic Computing	Jun 11, 2020	ClassificationCPU	—Unverified	0
Scoring and Assessment in Medical VR Training Simulators with Dynamic Time Series Classification	Jun 11, 2020	Dynamic Time WarpingGeneral Classification	—Unverified	0
To Each Optimizer a Norm, To Each Norm its Generalization	Jun 11, 2020	ClassificationGeneral Classification	—Unverified	0
Discrete Latent Variable Representations for Low-Resource Text Classification	Jun 11, 2020	ClassificationGeneral Classification	CodeCode Available	1
Privacy-Aware Activity Classification from First Person Office Videos	Jun 11, 2020	ClassificationGeneral Classification	—Unverified	0
Improved Design of Quadratic Discriminant Analysis Classifier in Unbalanced Settings	Jun 11, 2020	General Classification	—Unverified	0
Is deep learning necessary for simple classification tasks?	Jun 11, 2020	AutoMLBinary Classification	CodeCode Available	3
Pairwise Supervision Can Provably Elicit a Decision Boundary	Jun 11, 2020	Binary ClassificationClassification	—Unverified	0
Data Augmentation for Graph Neural Networks	Jun 11, 2020	Data AugmentationGeneral Classification	CodeCode Available	1

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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