General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1501–1525 of 14581 papers

Title	Date	Tasks	Status	Score
Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events	Apr 10, 2019	Acoustic Scene ClassificationClassification	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-Net: Deep Neural Network for Cyber Security Use Cases	Dec 9, 2018	Fraud DetectionGeneral Classification	CodeCode Available	5
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation	May 31, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks	Aug 12, 2016	General Classification	CodeCode Available	5
Learning Deep Graph Representations via Convolutional Neural Networks	Apr 5, 2020	General ClassificationGraph Classification	CodeCode Available	5
Linear and Quadratic Discriminant Analysis: Tutorial	Jun 1, 2019	Dimensionality ReductionGeneral Classification	CodeCode Available	5
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification	May 23, 2017	ClassificationGeneral Classification	CodeCode Available	5
DeepMUSIC: Multiple Signal Classification via Deep Learning	Dec 9, 2019	ClassificationDeep Learning	CodeCode Available	5
A Particle Swarm Optimization-based Flexible Convolutional Auto-Encoder for Image Classification	Dec 13, 2017	General Classificationimage-classification	CodeCode Available	5
Deep Network Classification by Scattering and Homotopy Dictionary Learning	Oct 8, 2019	ClassificationDictionary Learning	CodeCode Available	5
A pathway-based kernel boosting method for sample classification using genomic data	Mar 11, 2018	General Classification	CodeCode Available	5
Deep Neural Network Architectures for Modulation Classification	Dec 1, 2017	ClassificationGeneral Classification	CodeCode Available	5
Deep Neural Network Compression for Image Classification and Object Detection	Oct 7, 2019	ClassificationClustering	CodeCode Available	5
A PCB Dataset for Defects Detection and Classification	Jan 24, 2019	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
A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification	Aug 9, 2019	General ClassificationHeart Rate Variability	CodeCode Available	5
A Persistent Weisfeiler–Lehman Procedure for Graph Classification	Jun 9, 2019	ClassificationGeneral Classification	CodeCode Available	5
Deep-Learnt Classification of Light Curves	Sep 19, 2017	AstronomyClassification	CodeCode Available	5
Deep Learning with Limited Numerical Precision	Feb 9, 2015	Deep LearningGeneral Classification	CodeCode Available	5
Deep localization of protein structures in fluorescence microscopy images	Oct 9, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Deep Learning with Eigenvalue Decay Regularizer	Apr 24, 2016	ClassificationDeep Learning	CodeCode Available	5
Deep Randomized Ensembles for Metric Learning	Aug 13, 2018	General ClassificationImage Retrieval	CodeCode Available	5
Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation	Jul 12, 2016	ClassificationDomain Adaptation	CodeCode Available	5
Deep learning with differential Gaussian process flows	Oct 9, 2018	Deep LearningGaussian Processes	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