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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 411–420 of 14581 papers

Title	Date	Tasks	Status	Hype
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface	Mar 17, 2021	Binary ClassificationBrain Computer Interface	CodeCode Available	1
A New Method for Features Normalization in Motor Imagery Few-Shot Learning using Resting-State	Mar 17, 2021	Brain Computer InterfaceClassification	—Unverified	0
Quantitative Performance Assessment of CNN Units via Topological Entropy Calculation	Mar 17, 2021	General ClassificationImage Classification	—Unverified	0
Theoretical bounds on data requirements for the ray-based classification	Mar 17, 2021	ClassificationGeneral Classification	—Unverified	0
Revisiting the Loss Weight Adjustment in Object Detection	Mar 17, 2021	ClassificationGeneral Classification	CodeCode Available	0
Large-Scale Zero-Shot Image Classification from Rich and Diverse Textual Descriptions	Mar 17, 2021	ArticlesGeneral Classification	—Unverified	0
Self-Supervised Learning of Audio Representations from Permutations with Differentiable Ranking	Mar 17, 2021	ClassificationGeneral Classification	—Unverified	0
Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic Anemias	Mar 17, 2021	General Classification	CodeCode Available	0
An Efficient Method for the Classification of Croplands in Scarce-Label Regions	Mar 17, 2021	ClassificationDomain Adaptation	CodeCode Available	0
Cyber Intrusion Detection by Using Deep Neural Networks with Attack-sharing Loss	Mar 17, 2021	General ClassificationIntrusion Detection	—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