General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3201–3225 of 14581 papers

Title	Date	Tasks	Status	Score
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images	Sep 20, 2018	General Classificationimage-classification	CodeCode Available	5
Classifying Variable-Length Audio Files with All-Convolutional Networks and Masked Global Pooling	Jul 11, 2016	Acoustic Scene ClassificationAll	CodeCode Available	5
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification	Aug 15, 2016	Data AugmentationDictionary Learning	CodeCode Available	5
Deep Convolutional Networks on Graph-Structured Data	Jun 16, 2015	General Classification	CodeCode Available	5
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis	Feb 2, 2018	Breast Cancer DetectionBreast Cancer Histology Image Classification	CodeCode Available	5
Deep convolutional Gaussian processes	Oct 6, 2018	ClassificationGaussian Processes	CodeCode Available	5
DeepConsensus: using the consensus of features from multiple layers to attain robust image classification	Nov 18, 2018	General Classificationimage-classification	CodeCode Available	5
A Public Image Database for Benchmark of Plant Seedling Classification Algorithms	Nov 15, 2017	General Classification	CodeCode Available	5
Deep Convolutional Networks as shallow Gaussian Processes	Aug 16, 2018	Gaussian ProcessesGeneral Classification	CodeCode Available	5
Multi-scale Receptive Fields Graph Attention Network for Point Cloud Classification	Sep 28, 2020	ClassificationGeneral Classification	CodeCode Available	5
Deep convolutional neural networks for multi-scale time-series classification and application to disruption prediction in fusion devices	Oct 31, 2019	DiagnosticGeneral Classification	CodeCode Available	5
Multitask Deep Learning with Spectral Knowledge for Hyperspectral Image Classification	May 11, 2019	ClassificationDeep Learning	CodeCode Available	5
Deep CNN-based Multi-task Learning for Open-Set Recognition	Mar 7, 2019	DecoderGeneral Classification	CodeCode Available	5
Deep brain state classification of MEG data	Jul 2, 2020	Brain DecodingClassification	CodeCode Available	5
Deep attention-based classification network for robust depth prediction	Jul 11, 2018	ClassificationDeep Attention	CodeCode Available	5
Multi-Task Learning for Left Atrial Segmentation on GE-MRI	Oct 31, 2018	AnatomyGeneral Classification	CodeCode Available	5
ClassSim: Similarity between Classes Defined by Misclassification Ratios of Trained Classifiers	Feb 5, 2018	ClassificationGeneral Classification	CodeCode Available	5
Multi-task Learning for Target-dependent Sentiment Classification	Feb 8, 2019	ClassificationGeneral Classification	CodeCode Available	5
DeepBlindness: Fast Blindness Map Estimation and Blindness Type Classification for Outdoor Scene from Single Color Image	Nov 2, 2019	General Classification	CodeCode Available	5
Class-specific residual constraint non-negative representation for pattern classification	Nov 22, 2019	ClassificationGeneral Classification	CodeCode Available	5
Deep Composer Classification Using Symbolic Representation	Oct 2, 2020	ClassificationGeneral Classification	CodeCode Available	5
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution	Aug 18, 2017	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Class-Weighted Classification: Trade-offs and Robust Approaches	May 26, 2020	ClassificationGeneral Classification	CodeCode Available	5
A Skew-Sensitive Evaluation Framework for Imbalanced Data Classification	Oct 12, 2020	ClassificationGeneral Classification	CodeCode Available	5
Automatic human sleep stage scoring using Deep Neural Networks	Nov 6, 2018	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