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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 1431–1440 of 14581 papers

Title	Date	Tasks	Status	Hype
Entangled q-Convolutional Neural Nets	Mar 6, 2021	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Multitasking Deep Learning Model for Detection of Five Stages of Diabetic Retinopathy	Mar 6, 2021	General Classificationregression	—Unverified	0
Amino acid frequency and domain features serve well for random forest based classification of thermophilic and mesophilic protein; a case study on serine proteases	Mar 5, 2021	Classificationfeature selection	—Unverified	0
Self-supervised Mean Teacher for Semi-supervised Chest X-ray Classification	Mar 5, 2021	Contrastive LearningGeneral Classification	CodeCode Available	0
Nishimori meets Bethe: a spectral method for node classification in sparse weighted graphs	Mar 5, 2021	Bayesian InferenceGeneral Classification	CodeCode Available	0
SCRIB: Set-classifier with Class-specific Risk Bounds for Blackbox Models	Mar 5, 2021	Atrial Fibrillation DetectionClassification	—Unverified	0
NF-GNN: Network Flow Graph Neural Networks for Malware Detection and Classification	Mar 5, 2021	General ClassificationGraph Neural Network	—Unverified	0
Semi-Supervised Federated Peer Learning for Skin Lesion Classification	Mar 5, 2021	Cancer ClassificationClassification	CodeCode Available	0
Structure-Enhanced Meta-Learning For Few-Shot Graph Classification	Mar 5, 2021	ClassificationGeneral Classification	CodeCode Available	0
Learning Granularity-Aware Convolutional Neural Network for Fine-Grained Visual Classification	Mar 4, 2021	Fine-Grained Image 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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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