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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 2751–2760 of 14581 papers

Title	Date	Tasks	Status	Hype
Y-Net for Chest X-Ray Preprocessing: Simultaneous Classification of Geometry and Segmentation of Annotations	May 8, 2020	ClassificationDiagnostic	—Unverified	0
Geometric graphs from data to aid classification tasks with graph convolutional networks	May 8, 2020	ClassificationGeneral Classification	CodeCode Available	0
Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images	May 8, 2020	General Classificationimage-classification	—Unverified	0
Adaptive Feature Selection Guided Deep Forest for COVID-19 Classification with Chest CT	May 7, 2020	ClassificationComputed Tomography (CT)	—Unverified	0
Multi-Target Deep Learning for Algal Detection and Classification	May 7, 2020	ClassificationDeep Learning	—Unverified	0
Training and Classification using a Restricted Boltzmann Machine on the D-Wave 2000Q	May 7, 2020	ClassificationGeneral Classification	—Unverified	0
Wavelet Integrated CNNs for Noise-Robust Image Classification	May 7, 2020	ClassificationGeneral Classification	CodeCode Available	1
Joint Prediction and Time Estimation of COVID-19 Developing Severe Symptoms using Chest CT Scan	May 7, 2020	ClassificationComputed Tomography (CT)	—Unverified	0
XEM: An Explainable-by-Design Ensemble Method for Multivariate Time Series Classification	May 7, 2020	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
2kenize: Tying Subword Sequences for Chinese Script Conversion	May 7, 2020	General ClassificationTopic 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