General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1526–1550 of 14581 papers

Title	Date	Tasks	Status	Score
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification	Jan 25, 2018	ClassificationComputed Tomography (CT)	CodeCode Available	5
Deep Manifold Embedding for Hyperspectral Image Classification	Dec 24, 2019	ClassificationClustering	CodeCode Available	5
A Plug&Play P300 BCI Using Information Geometry	Aug 30, 2014	ERPGeneral Classification	CodeCode Available	5
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation	May 31, 2018	ClassificationGeneral Classification	CodeCode Available	5
An urn model for majority voting in classification ensembles	Dec 1, 2016	ClassificationGeneral Classification	CodeCode Available	5
An Approach for Process Model Extraction By Multi-Grained Text Classification	May 16, 2019	General ClassificationManagement	CodeCode Available	5
Deep Short Text Classification with Knowledge Powered Attention	Feb 21, 2019	ClassificationGeneral Classification	CodeCode Available	5
Deep localization of protein structures in fluorescence microscopy images	Oct 9, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Appearance-and-Relation Networks for Video Classification	Nov 24, 2017	Action ClassificationAction Recognition	CodeCode Available	5
Deep Learning with Limited Numerical Precision	Feb 9, 2015	Deep LearningGeneral Classification	CodeCode Available	5
Affine Non-negative Collaborative Representation Based Pattern Classification	Jul 10, 2020	BenchmarkingClassification	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
Application of a Convolutional Neural Network for image classification to the analysis of collisions in High Energy Physics	Aug 23, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Actionable Recourse in Linear Classification	Sep 18, 2018	ClassificationCredit score	CodeCode Available	5
Defending Against Physically Realizable Attacks on Image Classification	Sep 20, 2019	ClassificationGeneral Classification	CodeCode Available	5
Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models	May 17, 2018	Adversarial DefenseAdversarial Defense against FGSM Attack	CodeCode Available	5
Defense of Word-level Adversarial Attacks via Random Substitution Encoding	May 1, 2020	General ClassificationSentiment Analysis	CodeCode Available	5
Deep-Learnt Classification of Light Curves	Sep 19, 2017	AstronomyClassification	CodeCode Available	5
Application of Machine Learning in Rock Facies Classification with Physics-Motivated Feature Augmentation	Aug 29, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Sequentially Aggregated Convolutional Networks	Nov 27, 2018	General Classificationimage-classification	CodeCode Available	5
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification	Feb 6, 2015	General Classificationimage-classification	CodeCode Available	5
Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training Samples	Oct 20, 2020	General Classificationimage-classification	CodeCode Available	5
Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks	Aug 12, 2016	General Classification	CodeCode Available	5
Deep Learning with a Rethinking Structure for Multi-label Classification	Feb 5, 2018	ClassificationDeep Learning	CodeCode Available	5
Deep Learning using Rectified Linear Units (ReLU)	Mar 22, 2018	ClassificationDeep Learning	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