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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 4061–4070 of 14581 papers

Title	Date	Tasks	Status	Hype
A Model of Double Descent for High-dimensional Binary Linear Classification	Nov 13, 2019	ClassificationGeneral Classification	—Unverified	0
The phonetic bases of vocal expressed emotion: natural versus acted	Nov 13, 2019	Emotion ClassificationGeneral Classification	—Unverified	0
Adversarial Transformations for Semi-Supervised Learning	Nov 13, 2019	General Classificationimage-classification	—Unverified	0
Towards Supervised Extractive Text Summarization via RNN-based Sequence Classification	Nov 13, 2019	ClassificationExtractive Summarization	—Unverified	0
Image-Based Feature Representation for Insider Threat Classification	Nov 13, 2019	ClassificationGeneral Classification	—Unverified	0
LexiPers: An ontology based sentiment lexicon for Persian	Nov 13, 2019	Document ClassificationGeneral Classification	CodeCode Available	0
A Hierarchy of Graph Neural Networks Based on Learnable Local Features	Nov 13, 2019	General ClassificationGraph Classification	—Unverified	0
Exponential Convergence Rates of Classification Errors on Learning with SGD and Random Features	Nov 13, 2019	Binary ClassificationClassification	—Unverified	0
Dynamic Connected Neural Decision Classifier and Regressor with Dynamic Softing Pruning	Nov 13, 2019	ClassificationGeneral Classification	—Unverified	0
Streaming Bayesian Inference for Crowdsourced Classification	Nov 13, 2019	Bayesian InferenceBinary Classification	—Unverified	0

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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