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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 1131–1140 of 14581 papers

Title	Date	Tasks	Status	Hype
Linguistic Classification using Instance-Based Learning	Dec 2, 2020	ClassificationClustering	—Unverified	0
Fair Attribute Classification through Latent Space De-biasing	Dec 2, 2020	AttributeClassification	CodeCode Available	1
Few-Shot Classification with Feature Map Reconstruction Networks	Dec 2, 2020	ClassificationCross-Domain Few-Shot	CodeCode Available	1
Margin-Based Transfer Bounds for Meta Learning with Deep Feature Embedding	Dec 2, 2020	ClassificationGeneral Classification	—Unverified	0
A Study of Few-Shot Audio Classification	Dec 2, 2020	Audio ClassificationBIG-bench Machine Learning	—Unverified	0
COVID-19 Cough Classification using Machine Learning and Global Smartphone Recordings	Dec 2, 2020	Audio ClassificationBIG-bench Machine Learning	—Unverified	0
Leveraging Uncertainty from Deep Learning for Trustworthy Materials Discovery Workflows	Dec 2, 2020	Deep LearningGeneral Classification	—Unverified	0
Siamese Basis Function Networks for Data-efficient Defect Classification in Technical Domains	Dec 2, 2020	General Classification	—Unverified	0
About contrastive unsupervised representation learning for classification and its convergence	Dec 2, 2020	ClassificationContrastive Learning	—Unverified	0
Red Blood Cell Segmentation with Overlapping Cell Separation and Classification on Imbalanced Dataset	Dec 2, 2020	Cell SegmentationClassification	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