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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 2281–2290 of 14581 papers

Title	Date	Tasks	Status	Hype
Feature Projection for Improved Text Classification	Jul 1, 2020	ClassificationGeneral Classification	—Unverified	0
SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling	Jul 1, 2020	ChunkingGeneral Classification	—Unverified	0
Hierarchy-Aware Global Model for Hierarchical Text Classification	Jul 1, 2020	ClassificationGeneral Classification	—Unverified	0
Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions	Jul 1, 2020	General Classificationimage-classification	—Unverified	0
BERTERS: Multimodal Representation Learning for Expert Recommendation System with Transformer	Jun 30, 2020	ArticlesCommunity Question Answering	—Unverified	0
Classification Confidence Estimation with Test-Time Data-Augmentation	Jun 30, 2020	ClassificationData Augmentation	—Unverified	0
Image-level Harmonization of Multi-Site Data using Image-and-Spatial Transformer Networks	Jun 30, 2020	Domain AdaptationGeneral Classification	CodeCode Available	1
Primary Tumor Origin Classification of Lung Nodules in Spectral CT using Transfer Learning	Jun 30, 2020	ClassificationComputed Tomography (CT)	CodeCode Available	1
A Simple Domain Shifting Networkfor Generating Low Quality Images	Jun 30, 2020	ClassificationDomain Adaptation	CodeCode Available	0
Early-Learning Regularization Prevents Memorization of Noisy Labels	Jun 30, 2020	General ClassificationImage Classification	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