General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3226–3250 of 14581 papers

Title	Date	Tasks	Status	Score
Musical Instrument Classification via Low-Dimensional Feature Vectors	Sep 16, 2019	ClassificationGeneral Classification	CodeCode Available	5
MUST-CNN: A Multilayer Shift-and-Stitch Deep Convolutional Architecture for Sequence-based Protein Structure Prediction	May 10, 2016	General Classificationimage-classification	CodeCode Available	5
Deep Convolutional Networks on Graph-Structured Data	Jun 16, 2015	General Classification	CodeCode Available	5
Deep Convolutional Networks as shallow Gaussian Processes	Aug 16, 2018	Gaussian ProcessesGeneral Classification	CodeCode Available	5
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems	Dec 3, 2015	BIG-bench Machine LearningClustering	CodeCode Available	5
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification	Aug 15, 2016	Data AugmentationDictionary Learning	CodeCode Available	5
Clickbait Detection in Tweets Using Self-attentive Network	Oct 15, 2017	Clickbait DetectionFeature Engineering	CodeCode Available	5
AraDIC: Arabic Document Classification using Image-Based Character Embeddings and Class-Balanced Loss	Jun 20, 2020	ClassificationDeep Learning	CodeCode Available	5
DeepConsensus: using the consensus of features from multiple layers to attain robust image classification	Nov 18, 2018	General Classificationimage-classification	CodeCode Available	5
Deep Composer Classification Using Symbolic Representation	Oct 2, 2020	ClassificationGeneral Classification	CodeCode Available	5
NELEC at SemEval-2019 Task 3: Think Twice Before Going Deep	Apr 5, 2019	Deep LearningEmotion Recognition in Conversation	CodeCode Available	5
Clique pooling for graph classification	Mar 31, 2019	ClassificationGeneral Classification	CodeCode Available	5
Probing Predictions on OOD Images via Nearest Categories	Nov 17, 2020	Adversarial RobustnessFew-Shot Learning	CodeCode Available	5
Deep convolutional Gaussian processes	Oct 6, 2018	ClassificationGaussian Processes	CodeCode Available	5
Network Representation Learning with Rich Text Information	Jun 24, 2015	General Classificationimage-classification	CodeCode Available	5
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis	Feb 2, 2018	Breast Cancer DetectionBreast Cancer Histology Image Classification	CodeCode Available	5
Graph Transfer Learning via Adversarial Domain Adaptation with Graph Convolution	Sep 4, 2019	Domain AdaptationGeneral Classification	CodeCode Available	5
Deep Imbalanced Attribute Classification using Visual Attention Aggregation	Jul 10, 2018	AttributeClassification	CodeCode Available	5
Neural Architectures for Fine-grained Entity Type Classification	Jun 4, 2016	ClassificationGeneral Classification	CodeCode Available	5
Neural-Brane: Neural Bayesian Personalized Ranking for Attributed Network Embedding	Apr 23, 2018	ClusteringCommunity Detection	CodeCode Available	5
Automatic human sleep stage scoring using Deep Neural Networks	Nov 6, 2018	ClassificationGeneral 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
Automatic Health Problem Detection from Gait Videos Using Deep Neural Networks	Jun 4, 2019	Feature EngineeringGeneral Classification	CodeCode Available	5
ClsGAN: Selective Attribute Editing Model Based On Classification Adversarial Network	Oct 25, 2019	AttributeClassification	CodeCode Available	5
Why gradient clipping accelerates training: A theoretical justification for adaptivity	May 28, 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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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