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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 421–430 of 14581 papers

Title	Date	Tasks	Status	Hype
An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs	Jan 13, 2020	General ClassificationRobust classification	CodeCode Available	1
Editable Neural Networks	Apr 1, 2020	Face IdentificationGeneral Classification	CodeCode Available	1
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection	Oct 17, 2020	Binary ClassificationClassification	CodeCode Available	1
Efficient Deep Learning of Non-local Features for Hyperspectral Image Classification	Aug 2, 2020	Deep LearningGeneral Classification	CodeCode Available	1
Efficient Model for Image Classification With Regularization Tricks	Feb 1, 2020	ClassificationData Augmentation	CodeCode Available	1
Efficient Pipeline for Camera Trap Image Review	Jul 15, 2019	General Classification	CodeCode Available	1
A Data Set and a Convolutional Model for Iconography Classification in Paintings	Oct 6, 2020	General ClassificationImage Classification	CodeCode Available	1
Emotion Classification in a Resource Constrained Language Using Transformer-based Approach	Apr 17, 2021	ClassificationEmotion Classification	CodeCode Available	1
End-to-end Deep Learning from Raw Sensor Data: Atrial Fibrillation Detection using Wearables	Jul 27, 2018	Atrial Fibrillation DetectionFeature Engineering	CodeCode Available	1
An Empirical Analysis of Image-Based Learning Techniques for Malware Classification	Mar 24, 2021	Deep LearningGeneral Classification	CodeCode Available	1

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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