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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 1201–1210 of 14581 papers

Title	Date	Tasks	Status	Hype
A Novel Memetic Feature Selection Algorithm	Jan 26, 2016	feature selectionGeneral Classification	—Unverified	0
A novel multiclassSVM based framework to classify lithology from well logs: a real-world application	Dec 2, 2016	ClassificationGeneral Classification	—Unverified	0
Alternating Segmentation and Simulation for Contrast Adaptive Tissue Classification	Nov 17, 2018	AnatomyClassification	—Unverified	0
Alternating direction method of multipliers for penalized zero-variance discriminant analysis	Jan 21, 2014	feature selectionGeneral Classification	—Unverified	0
Adaptive Ensemble of Classifiers with Regularization for Imbalanced Data Classification	Aug 9, 2019	ClassificationGeneral Classification	—Unverified	0
Alpha MAML: Adaptive Model-Agnostic Meta-Learning	May 17, 2019	Few-Shot LearningGeneral Classification	—Unverified	0
Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing	Jan 2, 2019	General ClassificationGesture Recognition	—Unverified	0
Accurate Text-Enhanced Knowledge Graph Representation Learning	Jun 1, 2018	General ClassificationGraph Representation Learning	—Unverified	0
A Novel Multi-task Deep Learning Model for Skin Lesion Segmentation and Classification	Mar 3, 2017	General ClassificationLesion Segmentation	—Unverified	0
A novel online multi-label classifier for high-speed streaming data applications	Sep 1, 2016	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	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