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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 4181–4190 of 14581 papers

Title	Date	Tasks	Status	Hype
An Empirical Study on Sentiment Classification of Chinese Review using Word Embedding	Nov 5, 2015	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Beyond image classification: zooplankton identification with deep vector space embeddings	Sep 25, 2019	General Classificationimage-classification	—Unverified	0
A Comparative Study of Machine Learning Methods for Verbal Autopsy Text Classification	Feb 18, 2014	BIG-bench Machine LearningClassification	—Unverified	0
Deep Learning for Social Media Health Text Classification	Oct 1, 2018	Binary ClassificationClassification	—Unverified	0
Deep Learning for Surface Material Classification Using Haptic And Visual Information	Dec 21, 2015	ClassificationDeep Learning	—Unverified	0
Deep Learning for Time-Series Analysis	Jan 7, 2017	Deep LearningGeneral Classification	—Unverified	0
Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs	Jul 31, 2015	Dimensionality ReductionFace Recognition	—Unverified	0
Beyond Equal-Length Snippets: How Long is Sufficient to Recognize an Audio Scene?	Nov 2, 2018	General ClassificationScene Classification	—Unverified	0
An empirical study on large scale text classification with skip-gram embeddings	Jun 21, 2016	ClassificationGeneral Classification	—Unverified	0
Beyond Disagreement-based Agnostic Active Learning	Jul 10, 2014	Active LearningGeneral 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