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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 3931–3940 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Explanation and Use of Uncertainty Quantified by Bayesian Neural Network Classifiers for Breast Histopathology Images	Oct 7, 2020	Dimensionality ReductionGeneral Classification	—Unverified	0	0
Adaptive Stochastic Dual Coordinate Ascent for Conditional Random Fields	Dec 22, 2017	Binary ClassificationGeneral Classification	—Unverified	0	0
Online stochastic gradient descent on non-convex losses from high-dimensional inference	Mar 23, 2020	General Classificationparameter estimation	—Unverified	0	0
2D histology meets 3D topology: Cytoarchitectonic brain mapping with Graph Neural Networks	Mar 9, 2021	DescriptiveGeneral Classification	—Unverified	0	0
A Unified Approximation Framework for Compressing and Accelerating Deep Neural Networks	Jul 26, 2018	General Classificationimage-classification	—Unverified	0	0
Augmenting transferred representations for stock classification	Oct 28, 2020	ClassificationData Augmentation	—Unverified	0	0
A Modified AUC for Training Convolutional Neural Networks: Taking Confidence into Account	Jun 8, 2020	Binary ClassificationGeneral Classification	—Unverified	0	0
Augmenting the Pathology Lab: An Intelligent Whole Slide Image Classification System for the Real World	Sep 24, 2019	Deep LearningDiagnostic	—Unverified	0	0
Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification	Jun 21, 2016	General Classificationimage-classification	—Unverified	0	0
A Model of Double Descent for High-dimensional Binary Linear Classification	Nov 13, 2019	ClassificationGeneral Classification	—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	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