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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 4261–4270 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Cost-Sensitive Convolution based Neural Networks for Imbalanced Time-Series Classification	Jan 13, 2018	Deep LearningGeneral Classification	—Unverified	0	0
A Theory of Diagnostic Interpretation in Supervised Classification	Jun 26, 2018	ClassificationDiagnostic	—Unverified	0	0
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data	Nov 1, 2019	ClassificationData Augmentation	—Unverified	0	0
A Theoretical Analysis of the Number of Shots in Few-Shot Learning	Sep 25, 2019	ClassificationFew-Shot Learning	—Unverified	0	0
Cost-Sensitive Approach to Batch Size Adaptation for Gradient Descent	Dec 9, 2017	General Classification	—Unverified	0	0
Costly Features Classification using Monte Carlo Tree Search	Feb 14, 2021	ClassificationGeneral Classification	—Unverified	0	0
A Theoretical Analysis of Deep Neural Networks for Texture Classification	May 9, 2016	ClassificationGeneral Classification	—Unverified	0	0
Alpha MAML: Adaptive Model-Agnostic Meta-Learning	May 17, 2019	Few-Shot LearningGeneral Classification	—Unverified	0	0
Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing	Jan 2, 2019	General ClassificationGesture Recognition	—Unverified	0	0
Accurate Text-Enhanced Knowledge Graph Representation Learning	Jun 1, 2018	General ClassificationGraph Representation Learning	—Unverified	0	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