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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
Adversarial vulnerability for any classifier	Feb 23, 2018	General Classification	—Unverified	0
A Continuation Method for Discrete Optimization and its Application to Nearest Neighbor Classification	Feb 10, 2018	General Classification	—Unverified	0
Adaptive Region Embedding for Text Classification	May 28, 2019	ClassificationDeep Learning	—Unverified	0
A Novel Approach for Effective Learning in Low Resourced Scenarios	Dec 15, 2017	BIG-bench Machine LearningClassification	—Unverified	0
A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators	Feb 1, 2021	Binary ClassificationClassification	—Unverified	0
Adversarial Vulnerability Bounds for Gaussian Process Classification	Sep 19, 2019	ClassificationGeneral Classification	—Unverified	0
A novel and effective scoring scheme for structure classification and pairwise similarity measurement	Oct 4, 2016	General Classification	—Unverified	0
A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature	Nov 1, 2019	General ClassificationRecommendation Systems	—Unverified	0
Abductive reasoning as the basis to reproduce expert criteria in ECG Atrial Fibrillation identification	Feb 16, 2018	General ClassificationRhythm	—Unverified	0
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts	Nov 30, 2020	Binary ClassificationClassification	—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