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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 4191–4200 of 14581 papers

Title	Date	Tasks	Status	Hype
Beyond Context: A New Perspective for Word Embeddings	Jun 1, 2019	ClassificationFeature Engineering	—Unverified	0
Beyond Classification: Latent User Interests Profiling from Visual Contents Analysis	Dec 21, 2015	ClassificationGeneral Classification	—Unverified	0
An Empirical Study of Sections in Classifying Disease Outbreak Reports	Nov 21, 2019	ArticlesGeneral Classification	—Unverified	0
An empirical study of pretrained representations for few-shot classification	Oct 3, 2019	Adversarial RobustnessClassification	—Unverified	0
A Distributionally Robust Approach to Fair Classification	Jul 18, 2020	ClassificationFairness	—Unverified	0
Deep Learning for Tumor Classification in Imaging Mass Spectrometry	May 2, 2017	ClassificationDeep Learning	—Unverified	0
An Empirical Study of Factors Affecting Language-Independent Models	Dec 30, 2019	Feature EngineeringGeneral Classification	—Unverified	0
Better the Devil you Know: An Analysis of Evasion Attacks using Out-of-Distribution Adversarial Examples	May 5, 2019	Autonomous DrivingGeneral Classification	—Unverified	0
Deep Learning for Surface Material Classification Using Haptic And Visual Information	Dec 21, 2015	ClassificationDeep Learning	—Unverified	0
Better Multi-class Probability Estimates for Small Data Sets	Jan 30, 2020	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