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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 1411–1420 of 14581 papers

Title	Date	Tasks	Status	Hype
Should Graph Neural Networks Use Features, Edges, Or Both?	Mar 11, 2021	ClassificationGeneral Classification	—Unverified	0
BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification	Mar 10, 2021	Binary ClassificationClassification	—Unverified	0
Quantum machine learning with differential privacy	Mar 10, 2021	BIG-bench Machine LearningGeneral Classification	—Unverified	0
A Relational-learning Perspective to Multi-label Chest X-ray Classification	Mar 10, 2021	ClassificationGeneral Classification	—Unverified	0
TransMed: Transformers Advance Multi-modal Medical Image Classification	Mar 10, 2021	ClassificationGeneral Classification	—Unverified	0
Piecewise linear regression and classification	Mar 10, 2021	ClassificationGeneral Classification	—Unverified	0
Sim2Real 3D Object Classification using Spherical Kernel Point Convolution and a Deep Center Voting Scheme	Mar 10, 2021	3D Object ClassificationGeneral Classification	—Unverified	0
2D histology meets 3D topology: Cytoarchitectonic brain mapping with Graph Neural Networks	Mar 9, 2021	DescriptiveGeneral Classification	—Unverified	0
Cut-Thumbnail: A Novel Data Augmentation for Convolutional Neural Network	Mar 9, 2021	ClassificationData Augmentation	CodeCode Available	0
Memory-Efficient, Limb Position-Aware Hand Gesture Recognition using Hyperdimensional Computing	Mar 9, 2021	ClassificationGeneral 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	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