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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 731–740 of 14581 papers

Title	Date	Tasks	Status	Hype
SparseIDS: Learning Packet Sampling with Reinforcement Learning	Feb 10, 2020	Computational EfficiencyEdge-computing	CodeCode Available	1
A Computational Approach to Packet Classification	Feb 10, 2020	ClassificationGeneral Classification	CodeCode Available	1
PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification	Feb 9, 2020	3D Classification3D Point Cloud Classification	CodeCode Available	1
Subspace Capsule Network	Feb 7, 2020	General ClassificationGenerative Adversarial Network	CodeCode Available	1
Detection and Classification of Cardiac Arrhythmias by a Challenge-Best Deep Learning Neural Network Model	Feb 4, 2020	Arrhythmia DetectionGeneral Classification	CodeCode Available	1
On Positive-Unlabeled Classification in GAN	Feb 4, 2020	ClassificationGeneral Classification	CodeCode Available	1
Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional Networks	Feb 3, 2020	General ClassificationOptical Flow Estimation	CodeCode Available	1
Syn2Real: Forgery Classification via Unsupervised Domain Adaptation	Feb 3, 2020	ClassificationDomain Adaptation	CodeCode Available	1
Interpreting video features: a comparison of 3D convolutional networks and convolutional LSTM networks	Feb 2, 2020	General Classification	CodeCode Available	1
DropClass and DropAdapt: Dropping classes for deep speaker representation learning	Feb 2, 2020	General ClassificationRepresentation Learning	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