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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 501–510 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis	Apr 16, 2021	ClassificationEEG	CodeCode Available	1	5
Hierarchical Graph Representation Learning with Differentiable Pooling	Jun 22, 2018	General ClassificationGraph Classification	CodeCode Available	1	5
Automatically Discovering and Learning New Visual Categories with Ranking Statistics	Feb 13, 2020	ClusteringGeneral Classification	CodeCode Available	1	5
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories	Oct 16, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
Beyond Categorical Label Representations for Image Classification	Apr 6, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks	Mar 10, 2021	BIG-bench Machine LearningDesign Synthesis	CodeCode Available	1	5
How Powerful are Graph Neural Networks?	Oct 1, 2018	General ClassificationGraph Classification	CodeCode Available	1	5
How to Fine-Tune BERT for Text Classification?	May 14, 2019	General ClassificationLanguage Modeling	CodeCode Available	1	5
Automatic sleep stage classification with deep residual networks in a mixed-cohort setting	Aug 21, 2020	Automatic Sleep Stage ClassificationBenchmarking	CodeCode Available	1	5
Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs	Nov 23, 2017	Deep LearningGeneral Classification	CodeCode Available	1	5

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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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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