General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1951–1975 of 14581 papers

Title	Date	Tasks	Status	Score
An Optimization Approach to Learning Falling Rule Lists	Oct 6, 2017	Binary ClassificationGeneral Classification	CodeCode Available	5
A Characterwise Windowed Approach to Hebrew Morphological Segmentation	Aug 22, 2018	Binary ClassificationGeneral Classification	CodeCode Available	5
Hunt For The Unique, Stable, Sparse And Fast Feature Learning On Graphs	Dec 1, 2017	General ClassificationGraph Classification	CodeCode Available	5
Attention-based LSTM for Aspect-level Sentiment Classification	Nov 1, 2016	Aspect-Based Sentiment Analysis (ABSA)General Classification	CodeCode Available	5
Hybrid coarse-fine classification for head pose estimation	Jan 21, 2019	3D ReconstructionClassification	CodeCode Available	5
Hybrid Forest: A Concept Drift Aware Data Stream Mining Algorithm	Feb 10, 2019	General Classificationregression	CodeCode Available	5
Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning	Jan 10, 2018	Deep LearningEMG Gesture Recognition	CodeCode Available	5
Attention based Multiple Instance Learning for Classification of Blood Cell Disorders	Jul 22, 2020	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning for Video Classification and Captioning	Sep 22, 2016	ClassificationDeep Learning	CodeCode Available	5
ProtoAttend: Attention-Based Prototypical Learning	Feb 17, 2019	Decision MakingGeneral Classification	CodeCode Available	5
Deep Learning Based Vehicle Make-Model Classification	Aug 23, 2018	ClassificationDeep Learning	CodeCode Available	5
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification	Nov 27, 2017	ClassificationGeneral Classification	CodeCode Available	5
HyperGAN: A Generative Model for Diverse, Performant Neural Networks	Jan 30, 2019	General Classification	CodeCode Available	5
Attention Gated Networks: Learning to Leverage Salient Regions in Medical Images	Aug 22, 2018	Computational EfficiencyGeneral Classification	CodeCode Available	5
An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments	Feb 26, 2020	Face RecognitionFew-Shot Learning	CodeCode Available	5
hyper-sinh: An Accurate and Reliable Function from Shallow to Deep Learning in TensorFlow and Keras	Nov 15, 2020	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms	Dec 16, 2019	ClassificationDeep Learning	CodeCode Available	5
Hyperspectral Image Classification in the Presence of Noisy Labels	Sep 12, 2018	ClassificationGeneral Classification	CodeCode Available	5
Local Relation Networks for Image Recognition	Apr 25, 2019	General ClassificationImage Classification	CodeCode Available	5
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification	Jun 28, 2017	ClassificationDeep Learning	CodeCode Available	5
Deep Learning Based Multi-Label Text Classification of UNGA Resolutions	Apr 1, 2020	ClassificationDeep Learning	CodeCode Available	5
Deep learning at the shallow end: Malware classification for non-domain experts	Jul 22, 2018	ClassificationGeneral Classification	CodeCode Available	5
A Consistent Diffusion-Based Algorithm for Semi-Supervised Classification on Graphs	Aug 27, 2020	General Classification	CodeCode Available	5
Attentive Fashion Grammar Network for Fashion Landmark Detection and Clothing Category Classification	Jun 1, 2018	General Classification	CodeCode Available	5
Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition	Jun 21, 2017	Deep LearningGeneral 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