General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2126–2150 of 14581 papers

Title	Date	Tasks	Status	Score
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning	Jan 10, 2018	Deep LearningEMG Gesture Recognition	CodeCode Available	5
Deep Learning for Target Classification from SAR Imagery: Data Augmentation and Translation Invariance	Aug 26, 2017	Data AugmentationGeneral Classification	CodeCode Available	5
Progressive Gradient Pruning for Classification, Detection and DomainAdaptation	Jun 20, 2019	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning for Classification of Hyperspectral Data: A Comparative Review	Apr 24, 2019	Deep LearningGeneral Classification	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms	Dec 16, 2019	ClassificationDeep Learning	CodeCode Available	5
Deep Learning for Classification and Severity Estimation of Coffee Leaf Biotic Stress	Jul 26, 2019	Data AugmentationGeneral Classification	CodeCode Available	5
Deep Learning for ECG Classification	Jan 1, 2017	ClassificationDeep Learning	CodeCode Available	5
Deep Learning Based Multi-Label Text Classification of UNGA Resolutions	Apr 1, 2020	ClassificationDeep Learning	CodeCode Available	5
Adversarial Framing for Image and Video Classification	Dec 11, 2018	ClassificationGeneral Classification	CodeCode Available	5
A comprehensive, application-oriented study of catastrophic forgetting in DNNs	May 20, 2019	General ClassificationIncremental Learning	CodeCode Available	5
Adversarial Fisher Vectors for Unsupervised Representation Learning	Oct 29, 2019	General ClassificationRepresentation Learning	CodeCode Available	5
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification	Jun 28, 2017	ClassificationDeep Learning	CodeCode Available	5
Person Re-identification: Implicitly Defining the Receptive Fields of Deep Learning Classification Frameworks	Jan 30, 2020	Data AugmentationGeneral Classification	CodeCode Available	5
An Implementation of Faster RCNN with Study for Region Sampling	Feb 7, 2017	General ClassificationObject Detection	CodeCode Available	5
A Data-driven Adversarial Examples Recognition Framework via Adversarial Feature Genome	Dec 25, 2018	General ClassificationMulti-Label Classification	CodeCode Available	5
An Impact Analysis of Features in a Classification Approach to Irony Detection in Product Reviews	Jun 1, 2014	General Classification	CodeCode Available	5
Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition	Jun 21, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Deep Learning Based Vehicle Make-Model Classification	Aug 23, 2018	ClassificationDeep Learning	CodeCode Available	5
An image representation based convolutional network for DNA classification	Jun 13, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing	Sep 24, 2018	ClassificationGeneral Classification	CodeCode Available	5
Adversarial Feature Adaptation for Cross-lingual Relation Classification	Aug 1, 2018	ClassificationDomain Adaptation	CodeCode Available	5
Deep Learning applied to NLP	Mar 9, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Adversarial Extreme Multi-label Classification	Mar 5, 2018	ClassificationExtreme Multi-Label Classification	CodeCode Available	5
Deep interpretable architecture for plant diseases classification	May 31, 2019	ClassificationGeneral Classification	CodeCode Available	5

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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