General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1251–1275 of 14581 papers

Title	Date	Tasks	Status	Score
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification	Mar 21, 2019	ClassificationGeneral Classification	CodeCode Available	5
A Latent Variable Recurrent Neural Network for Discourse Relation Language Models	Mar 7, 2016	ClassificationDialog Act Classification	CodeCode Available	5
Deep Neural Networks for Bot Detection	Feb 12, 2018	General ClassificationSentiment Analysis	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
Random deep neural networks are biased towards simple functions	Dec 25, 2018	General ClassificationGeneralization Bounds	CodeCode Available	5
Deep Node Ranking for Neuro-symbolic Structural Node Embedding and Classification	Feb 11, 2019	ClassificationGeneral Classification	CodeCode Available	5
A Late Fusion CNN for Digital Matting	Jun 1, 2019	DecoderGeneral Classification	CodeCode Available	5
Channel selection using Gumbel Softmax	Dec 11, 2018	channel selectionClassification	CodeCode Available	5
Deep Neural Network Architectures for Modulation Classification	Dec 1, 2017	ClassificationGeneral Classification	CodeCode Available	5
AdaBoost and robust one-bit compressed sensing	May 5, 2021	Binary Classificationcompressed sensing	CodeCode Available	5
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification	Jun 30, 2015	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	5
Deep Neural Network Compression for Image Classification and Object Detection	Oct 7, 2019	ClassificationClustering	CodeCode Available	5
Deep N-ary Error Correcting Output Codes	Sep 22, 2020	ClassificationEnsemble Learning	CodeCode Available	5
DeepMUSIC: Multiple Signal Classification via Deep Learning	Dec 9, 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
Accuracy Improvement of Neural Network Training using Particle Swarm Optimization and its Stability Analysis for Classification	May 11, 2019	ClassificationGeneral Classification	CodeCode Available	5
AL2: Progressive Activation Loss for Learning General Representations in Classification Neural Networks	Mar 7, 2020	General Classification	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 Network Classification by Scattering and Homotopy Dictionary Learning	Oct 8, 2019	ClassificationDictionary Learning	CodeCode Available	5
Deep Neural Network Ensembles for Time Series Classification	Mar 15, 2019	AttributeClassification	CodeCode Available	5
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation	May 31, 2018	ClassificationGeneral Classification	CodeCode Available	5
Acute Lymphoblastic Leukemia Classification from Microscopic Images using Convolutional Neural Networks	Jun 21, 2019	General Classification	CodeCode Available	5
Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks	Aug 12, 2016	General Classification	CodeCode Available	5
A Kings Ransom for Encryption: Ransomware Classification using Augmented One-Shot Learning and Bayesian Approximation	Aug 19, 2019	Data AugmentationGeneral Classification	CodeCode Available	5
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification	May 23, 2017	ClassificationGeneral 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