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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 1381–1390 of 14581 papers

Title	Date	Tasks	Status	Hype
A Hybrid Approach with Multi-channel I-Vectors and Convolutional Neural Networks for Acoustic Scene Classification	Jun 20, 2017	Acoustic Scene ClassificationGeneral Classification	—Unverified	0
Active Learning of Strict Partial Orders: A Case Study on Concept Prerequisite Relations	Jan 19, 2018	Active LearningGeneral Classification	—Unverified	0
A Hybrid Approach Towards Two Stage Bengali Question Classification Utilizing Smart Data Balancing Technique	Nov 30, 2019	ClassificationGeneral Classification	—Unverified	0
Active Learning in Video Tracking	Dec 29, 2019	Active LearningComputational Efficiency	—Unverified	0
Accelerating Very Deep Convolutional Networks for Classification and Detection	May 26, 2015	ClassificationGeneral Classification	—Unverified	0
Deep Multi-Facial patches Aggregation Network for Expression Classification from Face Images	Sep 23, 2019	Data AugmentationEmotional Intelligence	—Unverified	0
A Random Forest Guided Tour	Nov 18, 2015	General Classification	—Unverified	0
A random matrix analysis and improvement of semi-supervised learning for large dimensional data	Nov 9, 2017	General Classification	—Unverified	0
A Rate Distortion Approach for Semi-Supervised Conditional Random Fields	Dec 1, 2009	General ClassificationMulti-class Classification	—Unverified	0
A History of Cluster Analysis Using the Classification Society's Bibliography Over Four Decades	Sep 1, 2012	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	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