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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 2241–2250 of 14581 papers

Title	Date	Tasks	Status	Hype
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote	Jul 1, 2020	Binary ClassificationClassification	CodeCode Available	1
An ensemble learning framework based on group decision making	Jul 1, 2020	Binary ClassificationClassification	—Unverified	0
LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity	Jul 1, 2020	ClassificationGeneral Classification	—Unverified	0
Measuring Robustness to Natural Distribution Shifts in Image Classification	Jul 1, 2020	ClassificationDomain Generalization	CodeCode Available	1
Making Use of NXt to Nothing: The Effect of Class Imbalances on DGA Detection Classifiers	Jul 1, 2020	Binary ClassificationClassification	—Unverified	0
Private Speech Classification with Secure Multiparty Computation	Jul 1, 2020	Audio ClassificationAudio Signal Processing	—Unverified	0
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification	Jul 1, 2020	DiagnosticGeneral Classification	—Unverified	0
Unbiased Loss Functions for Extreme Classification With Missing Labels	Jul 1, 2020	ClassificationExtreme Multi-Label Classification	—Unverified	0
Cross-Lingual Disaster-related Multi-label Tweet Classification with Manifold Mixup	Jul 1, 2020	General ClassificationManagement	CodeCode Available	1
Classification and Analysis of Neologisms Produced by Learners of Spanish: Effects of Proficiency and Task	Jul 1, 2020	General ClassificationLanguage Acquisition	—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