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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 3831–3840 of 14581 papers

Title	Date	Tasks	Status	Hype
COSINE: Compressive Network Embedding on Large-scale Information Networks	Dec 21, 2018	General Classificationgraph partitioning	—Unverified	0
CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences	Dec 30, 2018	ClassificationGeneral Classification	—Unverified	0
A Comparative Study on Polyp Classification using Convolutional Neural Networks	Jul 12, 2020	ClassificationGeneral Classification	—Unverified	0
Cost-aware Feature Selection for IoT Device Classification	Sep 2, 2020	BIG-bench Machine LearningClassification	—Unverified	0
Cost-aware Pre-training for Multiclass Cost-sensitive Deep Learning	Nov 30, 2015	Deep LearningGeneral Classification	—Unverified	0
Cost-Based Budget Active Learning for Deep Learning	Dec 9, 2020	Active LearningDeep Learning	—Unverified	0
Cost-based Feature Transfer for Vehicle Occupant Classification	Dec 22, 2015	ClassificationGeneral Classification	—Unverified	0
A Theoretical Analysis of Contrastive Unsupervised Representation Learning	Feb 25, 2019	Contrastive LearningGeneral Classification	—Unverified	0
Data augmentation approaches for improving animal audio classification	Dec 16, 2019	Audio ClassificationClassification	—Unverified	0
Binary Linear Classification and Feature Selection via Generalized Approximate Message Passing	Jan 5, 2014	ClassificationCompressive Sensing	—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	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