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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 441–450 of 14581 papers

Title	Date	Tasks	Status	Hype
Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning	Mar 12, 2021	ClassificationData Augmentation	CodeCode Available	1
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models' Transferability	Mar 12, 2021	ClassificationGeneral Classification	—Unverified	0
Linnaeus: A highly reusable and adaptable ML based log classification pipeline	Mar 11, 2021	General Classification	—Unverified	0
Should Graph Neural Networks Use Features, Edges, Or Both?	Mar 11, 2021	ClassificationGeneral Classification	—Unverified	0
Learning with partially separable data	Mar 11, 2021	ClassificationClustering	—Unverified	0
BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification	Mar 10, 2021	Binary ClassificationClassification	—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
Sim2Real 3D Object Classification using Spherical Kernel Point Convolution and a Deep Center Voting Scheme	Mar 10, 2021	3D Object ClassificationGeneral Classification	—Unverified	0
An Amharic News Text classification Dataset	Mar 10, 2021	ArticlesClassification	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