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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 3481–3490 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
A Simple Approach to Multilingual Polarity Classification in Twitter	Dec 15, 2016	ClassificationGeneral Classification	CodeCode Available	0	5
Rethinking Complex Neural Network Architectures for Document Classification	Jun 1, 2019	ClassificationDocument Classification	CodeCode Available	0	5
A Simple Baseline Algorithm for Graph Classification	Oct 22, 2018	BIG-bench Machine LearningClassification	CodeCode Available	0	5
Rethinking Kernel Methods for Node Representation Learning on Graphs	Oct 6, 2019	ClassificationGeneral Classification	CodeCode Available	0	5
DCTNet and PCANet for acoustic signal feature extraction	Apr 28, 2016	ClassificationGeneral Classification	CodeCode Available	0	5
Rethinking Natural Adversarial Examples for Classification Models	Feb 23, 2021	ClassificationGeneral Classification	CodeCode Available	0	5
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning	Apr 26, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available	0	5
Data Augmentation for Skin Lesion Analysis	Sep 5, 2018	Data AugmentationGeneral Classification	CodeCode Available	0	5
A Simple Cache Model for Image Recognition	May 21, 2018	General ClassificationLanguage Modeling	CodeCode Available	0	5
Danish Stance Classification and Rumour Resolution	Jul 2, 2019	ClassificationFeature Engineering	CodeCode Available	0	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