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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 471–480 of 14581 papers

Title	Date	Tasks	Status	Hype
A novel approach to the classification of terrestrial drainage networks based on deep learning and preliminary results on Solar System bodies	Mar 6, 2021	General Classificationvalid	—Unverified	0
ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic	Mar 6, 2021	2k8k	CodeCode Available	1
Learning from Counting: Leveraging Temporal Classification for Weakly Supervised Object Localization and Detection	Mar 6, 2021	General ClassificationObject	—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
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
Structure-Enhanced Meta-Learning For Few-Shot Graph Classification	Mar 5, 2021	ClassificationGeneral Classification	CodeCode Available	0
Self-supervised Mean Teacher for Semi-supervised Chest X-ray Classification	Mar 5, 2021	Contrastive LearningGeneral Classification	CodeCode Available	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

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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