General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2351–2375 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 Identifying Metastatic Breast Cancer	Jun 18, 2016	Deep LearningGeneral Classification	CodeCode Available	5
Deep Learning for Video Classification and Captioning	Sep 22, 2016	ClassificationDeep Learning	CodeCode Available	5
Deep-Learnt Classification of Light Curves	Sep 19, 2017	AstronomyClassification	CodeCode Available	5
Deep Neural Network Architectures for Modulation Classification	Dec 1, 2017	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning Based Multi-Label Text Classification of UNGA Resolutions	Apr 1, 2020	ClassificationDeep Learning	CodeCode Available	5
An Efficient Method for the Classification of Croplands in Scarce-Label Regions	Mar 17, 2021	ClassificationDomain Adaptation	CodeCode Available	5
Rationally Inattentive Utility Maximization for Interpretable Deep Image Classification	Feb 9, 2021	ClassificationDecision Making	CodeCode Available	5
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification	Jun 28, 2017	ClassificationDeep Learning	CodeCode Available	5
Deep Learning Based Vehicle Make-Model Classification	Aug 23, 2018	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
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex	Mar 26, 2018	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 applied to NLP	Mar 9, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms	Dec 16, 2019	ClassificationDeep Learning	CodeCode Available	5
An efficient framework for learning sentence representations	Mar 7, 2018	General ClassificationRepresentation Learning	CodeCode Available	5
Deep interpretable architecture for plant diseases classification	May 31, 2019	ClassificationGeneral Classification	CodeCode Available	5
BDNet: Bengali Handwritten Numeral Digit Recognition based on Densely connected Convolutional Neural Networks	Jun 10, 2019	General ClassificationHandwritten Digit Recognition	CodeCode Available	5
B-CNN: Branch Convolutional Neural Network for Hierarchical Classification	Sep 28, 2017	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models	Feb 27, 2019	General ClassificationLanguage Modeling	CodeCode Available	5
ADef: an Iterative Algorithm to Construct Adversarial Deformations	Apr 20, 2018	Adversarial AttackGeneral Classification	CodeCode Available	5
Benchmarking Popular Classification Models' Robustness to Random and Targeted Corruptions	Jan 31, 2020	BenchmarkingClassification	CodeCode Available	5
Benchmarking Representation Learning for Natural World Image Collections	Mar 30, 2021	BenchmarkingBinary Classification	CodeCode Available	5
BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text Classification	Apr 5, 2021	Decision MakingGeneral 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