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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 1261–1270 of 14581 papers

Title	Date	Tasks	Status	Hype
Constructing Contrastive samples via Summarization for Text Classification with limited annotations	Apr 11, 2021	Contrastive LearningData Augmentation	CodeCode Available	0
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling	Apr 11, 2021	ClassificationCross-Lingual Transfer	CodeCode Available	0
Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep Learning	Apr 11, 2021	ClassificationComputed Tomography (CT)	CodeCode Available	0
Rank-R FNN: A Tensor-Based Learning Model for High-Order Data Classification	Apr 11, 2021	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Chest X-Ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings	Apr 9, 2021	DiagnosticGeneral Classification	—Unverified	0
Speech based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model	Apr 9, 2021	Binary ClassificationClassification	—Unverified	0
Deep Transformer Networks for Time Series Classification: The NPP Safety Case	Apr 9, 2021	General ClassificationTime Series	—Unverified	0
Class-Wise Principal Component Analysis for hyperspectral image feature extraction	Apr 9, 2021	Dimensionality ReductionGeneral Classification	—Unverified	0
Image Segmentation, Compression and Reconstruction from Edge Distribution Estimation with Random Field and Random Cluster Theories	Apr 9, 2021	General ClassificationImage Classification	—Unverified	0
Assessment of the influence of features on a classification problem: an application to COVID-19 patients	Apr 9, 2021	ClassificationGeneral 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	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