General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1826–1850 of 14581 papers

Title	Date	Tasks	Status	Score
From Euclidean to Riemannian Means: Information Geometry for SSVEP Classification	Apr 3, 2016	ClassificationEEG	CodeCode Available	5
A Latent Variable Recurrent Neural Network for Discourse Relation Language Models	Mar 7, 2016	ClassificationDialog Act Classification	CodeCode Available	5
Deep Learning for Identifying Metastatic Breast Cancer	Jun 18, 2016	Deep LearningGeneral Classification	CodeCode Available	5
Deep-Learnt Classification of Light Curves	Sep 19, 2017	AstronomyClassification	CodeCode Available	5
Evolving Deep Neural Networks by Multi-objective Particle Swarm Optimization for Image Classification	Mar 21, 2019	ClassificationGeneral Classification	CodeCode Available	5
Deep Node Ranking for Neuro-symbolic Structural Node Embedding and Classification	Feb 11, 2019	ClassificationGeneral Classification	CodeCode Available	5
FSPool: Learning Set Representations with Featurewise Sort Pooling	Jun 6, 2019	General Classification	CodeCode Available	5
FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations	May 17, 2020	Data AugmentationGeneral Classification	CodeCode Available	5
Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification	Nov 16, 2016	AttributeGeneral Classification	CodeCode Available	5
Deep Learning Based Vehicle Make-Model Classification	Aug 23, 2018	ClassificationDeep Learning	CodeCode Available	5
Fully Convolutional Network Bootstrapped by Word Encoding and Embedding for Activity Recognition in Smart Homes	Dec 1, 2020	Activity RecognitionGeneral Classification	CodeCode Available	5
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification	Jun 28, 2017	ClassificationDeep Learning	CodeCode Available	5
A learning model to detect maliciousness of portable executable using integrated feature set	Jan 31, 2017	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
A Dynamic Reduction Network for Point Clouds	Mar 18, 2020	ClusteringGeneral Classification	CodeCode Available	5
Deep Learning Based Multi-Label Text Classification of UNGA Resolutions	Apr 1, 2020	ClassificationDeep Learning	CodeCode Available	5
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms	Dec 16, 2019	ClassificationDeep Learning	CodeCode Available	5
GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs	Mar 20, 2018	General ClassificationNode Classification	CodeCode Available	5
Deep learning at the shallow end: Malware classification for non-domain experts	Jul 22, 2018	ClassificationGeneral Classification	CodeCode Available	5
Galaxy morphology prediction using capsule networks	Sep 22, 2018	General ClassificationMorphology classification	CodeCode Available	5
Algebraic multigrid support vector machines	Nov 16, 2016	General Classification	CodeCode Available	5
GANs for Semi-Supervised Opinion Spam Detection	Mar 19, 2019	General ClassificationGenerative Adversarial Network	CodeCode Available	5
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex	Mar 26, 2018	General Classification	CodeCode Available	5
Gated Recurrent Convolution Neural Network for OCR	Dec 1, 2017	General Classificationimage-classification	CodeCode Available	5
Algorithm and Hardware Design of Discrete-Time Spiking Neural Networks Based on Back Propagation with Binary Activations	Sep 19, 2017	General Classification	CodeCode Available	5
Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition	Jun 21, 2017	Deep LearningGeneral 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