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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 851–860 of 14581 papers

Title	Date	Tasks	Status	Hype
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification	Jan 9, 2021	General ClassificationMulti Label Text Classification	CodeCode Available	1
Leveraging Multilingual Transformers for Hate Speech Detection	Jan 8, 2021	feature selectionGeneral Classification	CodeCode Available	0
Machine learning classification of non-Markovian noise disturbing quantum dynamics	Jan 8, 2021	BenchmarkingBIG-bench Machine Learning	CodeCode Available	0
Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification	Jan 8, 2021	BIG-bench Machine LearningClassification	CodeCode Available	1
Deep Convolutional Neural Network based Classification of Alzheimer's Disease using MRI data	Jan 8, 2021	DiagnosticGeneral Classification	—Unverified	0
One-Class Classification: A Survey	Jan 8, 2021	ClassificationGeneral Classification	—Unverified	0
Distribution-Free, Risk-Controlling Prediction Sets	Jan 7, 2021	BIG-bench Machine LearningClassification	CodeCode Available	2
Practical Evaluation of Out-of-Distribution Detection Methods for Image Classification	Jan 7, 2021	General Classificationimage-classification	—Unverified	0
Contextual Classification Using Self-Supervised Auxiliary Models for Deep Neural Networks	Jan 7, 2021	General ClassificationImage Classification	CodeCode Available	0
GraphHop: An Enhanced Label Propagation Method for Node Classification	Jan 7, 2021	ClassificationGeneral Classification	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