General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3251–3275 of 14581 papers

Title	Date	Tasks	Status	Score
Deep Convolutional Networks on Graph-Structured Data	Jun 16, 2015	General Classification	CodeCode Available	5
Neural Semantic Encoders	Jul 14, 2016	General ClassificationMachine Translation	CodeCode Available	5
Neural Sentiment Classification with User and Product Attention	Nov 1, 2016	ClassificationFeature Engineering	CodeCode Available	5
Neural Stain-Style Transfer Learning using GAN for Histopathological Images	Oct 23, 2017	General ClassificationStyle Transfer	CodeCode Available	5
Deep CNN-based Multi-task Learning for Open-Set Recognition	Mar 7, 2019	DecoderGeneral Classification	CodeCode Available	5
Deep brain state classification of MEG data	Jul 2, 2020	Brain DecodingClassification	CodeCode Available	5
A CNN adapted to time series for the classification of Supernovae	Jan 2, 2019	Binary ClassificationGeneral Classification	CodeCode Available	5
NEURO-DRAM: a 3D recurrent visual attention model for interpretable neuroimaging classification	Oct 10, 2019	Disease PredictionGeneral Classification	CodeCode Available	5
DeepBlindness: Fast Blindness Map Estimation and Blindness Type Classification for Outdoor Scene from Single Color Image	Nov 2, 2019	General Classification	CodeCode Available	5
Clustering Based Feature Learning on Variable Stars	Feb 29, 2016	Classification Of Variable StarsClustering	CodeCode Available	5
Deep Composer Classification Using Symbolic Representation	Oct 2, 2020	ClassificationGeneral Classification	CodeCode Available	5
Data segmentation based on the local intrinsic dimension	Feb 27, 2019	ClusteringGeneral Classification	CodeCode Available	5
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification	Aug 15, 2016	Data AugmentationDictionary Learning	CodeCode Available	5
DEDPUL: Difference-of-Estimated-Densities-based Positive-Unlabeled Learning	Feb 19, 2019	Binary ClassificationDensity Estimation	CodeCode Available	5
Decoupling "when to update" from "how to update"	Jun 8, 2017	Face RecognitionGender Classification	CodeCode Available	5
Clustering-Oriented Representation Learning with Attractive-Repulsive Loss	Dec 18, 2018	ClusteringGeneral Classification	CodeCode Available	5
EENA: Efficient Evolution of Neural Architecture	May 10, 2019	General ClassificationGPU	CodeCode Available	5
Classification of Macromolecule Type Based on Sequences of Amino Acids Using Deep Learning	Jul 1, 2019	General Classification	CodeCode Available	5
Noise-tolerant fair classification	Jan 30, 2019	ClassificationFairness	CodeCode Available	5
Noisy Recurrent Neural Networks	Feb 9, 2021	General Classification	CodeCode Available	5
Aggression Detection on Social Media Text Using Deep Neural Networks	Oct 1, 2018	ClassificationGeneral Classification	CodeCode Available	5
C-Net: A Reliable Convolutional Neural Network for Biomedical Image Classification	Oct 30, 2020	ClassificationGeneral Classification	CodeCode Available	5
A Recommendation and Risk Classification System for Connecting Rough Sleepers to Essential Outreach Services	Jul 30, 2020	EthicsGeneral Classification	CodeCode Available	5
Decoupling Localization and Classification in Single Shot Temporal Action Detection	Apr 16, 2019	Action DetectionClassification	CodeCode Available	5
Attention Augmented Convolutional Networks	Apr 22, 2019	General Classificationimage-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