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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 2991–3000 of 14581 papers

Title	Date	Tasks	Status	Hype
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation	Apr 15, 2020	COVID-19 DiagnosisDiagnostic	CodeCode Available	1
Alzheimer's Dementia Recognition through Spontaneous Speech: The ADReSS Challenge	Apr 14, 2020	ClassificationGeneral Classification	CodeCode Available	0
Melanoma Detection using Adversarial Training and Deep Transfer Learning	Apr 14, 2020	Conditional Image GenerationGeneral Classification	CodeCode Available	1
CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing	Apr 14, 2020	BenchmarkingGeneral Classification	—Unverified	0
Towards Robust Classification with Image Quality Assessment	Apr 14, 2020	ClassificationGeneral Classification	—Unverified	0
Learning from Aggregate Observations	Apr 14, 2020	Binary ClassificationClassification	CodeCode Available	1
Melanoma Detection using Adversarial Training and Deep Transfer Learning	Apr 14, 2020	General ClassificationImage Generation	CodeCode Available	1
Automated Diabetic Retinopathy Grading using Deep Convolutional Neural Network	Apr 14, 2020	Diabetic Retinopathy GradingGeneral Classification	—Unverified	0
Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection using Chest X-ray	Apr 14, 2020	General ClassificationPneumonia Detection	—Unverified	0
Co-eye: A Multi-resolution Symbolic Representation to TimeSeries Diversified Ensemble Classification	Apr 14, 2020	DiversityGeneral 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