General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1451–1475 of 14581 papers

Title	Date	Tasks	Status	Score
Deep Neural Network Ensembles for Time Series Classification	Mar 15, 2019	AttributeClassification	CodeCode Available	5
Deep Neural Network Compression for Image Classification and Object Detection	Oct 7, 2019	ClassificationClustering	CodeCode Available	5
Deep Neural Network for Respiratory Sound Classification in Wearable Devices Enabled by Patient Specific Model Tuning	Apr 16, 2020	Anomaly DetectionGeneral Classification	CodeCode Available	5
Channel selection using Gumbel Softmax	Dec 11, 2018	channel selectionClassification	CodeCode Available	5
Action Completion: A Temporal Model for Moment Detection	May 17, 2018	General Classificationmodel	CodeCode Available	5
Deep Neural Network Architectures for Modulation Classification	Dec 1, 2017	ClassificationGeneral Classification	CodeCode Available	5
Deep neural network for traffic sign recognition systems: An analysis of spatial transformers and stochastic optimisation methods	Mar 1, 2018	General ClassificationTraffic Sign Recognition	CodeCode Available	5
Deep-Net: Deep Neural Network for Cyber Security Use Cases	Dec 9, 2018	Fraud DetectionGeneral Classification	CodeCode Available	5
Deep N-ary Error Correcting Output Codes	Sep 22, 2020	ClassificationEnsemble Learning	CodeCode Available	5
Deep Network Classification by Scattering and Homotopy Dictionary Learning	Oct 8, 2019	ClassificationDictionary Learning	CodeCode Available	5
META^2: Memory-efficient taxonomic classification and abundance estimation for metagenomics with deep learning	Sep 28, 2019	ClassificationDeep Learning	CodeCode Available	5
Deep Multimodality Model for Multi-task Multi-view Learning	Jan 25, 2019	General Classificationimage-classification	CodeCode Available	5
DeepMUSIC: Multiple Signal Classification via Deep Learning	Dec 9, 2019	ClassificationDeep Learning	CodeCode Available	5
Random deep neural networks are biased towards simple functions	Dec 25, 2018	General ClassificationGeneralization Bounds	CodeCode Available	5
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation	May 31, 2018	ClassificationGeneral Classification	CodeCode Available	5
Sequentially Aggregated Convolutional Networks	Nov 27, 2018	General Classificationimage-classification	CodeCode Available	5
A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques	Jul 10, 2017	ClusteringGeneral Classification	CodeCode Available	5
Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks	Aug 12, 2016	General Classification	CodeCode Available	5
Deeply-Supervised Nets	Sep 18, 2014	ClassificationGeneral Classification	CodeCode Available	5
Actionable Recourse in Linear Classification	Sep 18, 2018	ClassificationCredit score	CodeCode Available	5
Deep Manifold Embedding for Hyperspectral Image Classification	Dec 24, 2019	ClassificationClustering	CodeCode Available	5
A Full Probabilistic Model for Yes/No Type Crowdsourcing in Multi-Class Classification	Jan 2, 2019	General Classificationimage-classification	CodeCode Available	5
A free web service for fast COVID-19 classification of chest X-Ray images	Aug 27, 2020	COVID-19 DiagnosisGeneral Classification	CodeCode Available	5
Convolutional Neural Networks Applied to House Numbers Digit Classification	Apr 18, 2012	ClassificationGeneral Classification	CodeCode Available	5
Learning Deep Graph Representations via Convolutional Neural Networks	Apr 5, 2020	General ClassificationGraph 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