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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 4051–4060 of 14581 papers

Title	Date	Tasks	Status	Hype
Augmenting Molecular Images with Vector Representations as a Featurization Technique for Drug Classification	Aug 9, 2020	General Classification	—Unverified	0
A Model for Evaluating Algorithmic Systems Accountability	Jul 12, 2018	General Classificationmodel	—Unverified	0
Data-efficient Online Classification with Siamese Networks and Active Learning	Oct 4, 2020	Active LearningClassification	—Unverified	0
Data Fine-tuning	Dec 10, 2018	AttributeEmotion Recognition	—Unverified	0
DataGrinder: Fast, Accurate, Fully non-Parametric Classification Approach Using 2D Convex Hulls	Nov 11, 2015	ClassificationGeneral Classification	—Unverified	0
Data Interpolating Prediction: Alternative Interpretation of Mixup	Jun 20, 2019	Data AugmentationGeneral Classification	—Unverified	0
Augmenting the Pathology Lab: An Intelligent Whole Slide Image Classification System for the Real World	Sep 24, 2019	Deep LearningDiagnostic	—Unverified	0
An ensemble of Density based Geometric One-Class Classifier and Genetic Algorithm	Oct 2, 2020	ClassificationGeneral Classification	—Unverified	0
Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports	Jul 9, 2015	General ClassificationInformation Retrieval	—Unverified	0
An Ensemble of Deep Convolutional Neural Networks for Alzheimer's Disease Detection and Classification	Dec 2, 2017	Alzheimer's Disease DetectionClassification	—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