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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 31–40 of 14581 papers

Title	Date	Tasks	Status	Hype
Semi-supervised classification using a supervised autoencoder for biomedical applications	Aug 22, 2022	General Classification	CodeCode Available	0
Stop&Hop: Early Classification of Irregular Time Series	Aug 21, 2022	Early ClassificationGeneral Classification	CodeCode Available	1
Autism spectrum disorder classification based on interpersonal neural synchrony: Can classification be improved by dyadic neural biomarkers using unsupervised graph representation learning?	Aug 17, 2022	General ClassificationGraph Representation Learning	CodeCode Available	0
Toward Interpretable Sleep Stage Classification Using Cross-Modal Transformers	Aug 15, 2022	Automatic Sleep Stage ClassificationDeep Learning	CodeCode Available	1
Acceleration of Subspace Learning Machine via Particle Swarm Optimization and Parallel Processing	Aug 15, 2022	ClassificationGeneral Classification	—Unverified	0
Visual Localization via Few-Shot Scene Region Classification	Aug 14, 2022	General ClassificationMemorization	CodeCode Available	1
On the Limitations of Continual Learning for Malware Classification	Aug 13, 2022	Continual LearningGeneral Classification	CodeCode Available	1
USB: A Unified Semi-supervised Learning Benchmark for Classification	Aug 12, 2022	General ClassificationGPU	CodeCode Available	3
Scalable Quantum Neural Networks for Classification	Aug 4, 2022	Binary ClassificationGeneral Classification	CodeCode Available	1
PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis	Aug 2, 2022	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	3

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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