General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3126–3150 of 14581 papers

Title	Date	Tasks	Status	Score
Classification with abstention but without disparities	Feb 24, 2021	ClassificationFairness	CodeCode Available	5
DeepCorrect: Correcting DNN models against Image Distortions	May 5, 2017	ClassificationGeneral Classification	CodeCode Available	5
Meta-Learning for One-Class Classification with Few Examples using Order-Equivariant Network	Jul 8, 2020	Anomaly DetectionAstronomy	CodeCode Available	5
META: Metadata-Empowered Weak Supervision for Text Classification	Nov 1, 2020	ClassificationGeneral Classification	CodeCode Available	5
Classification with Costly Features as a Sequential Decision-Making Problem	Sep 5, 2019	ClassificationClassification with Costly Features	CodeCode Available	5
Classification with Costly Features using Deep Reinforcement Learning	Nov 20, 2017	ClassificationClassification with Costly Features	CodeCode Available	5
Metric Learning for Dynamic Text Classification	Nov 4, 2019	ClassificationGeneral Classification	CodeCode Available	5
Classification with Fairness Constraints: A Meta-Algorithm with Provable Guarantees	Jun 15, 2018	ClassificationFairness	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
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification	Aug 15, 2016	Data AugmentationDictionary Learning	CodeCode Available	5
Analysis of Video Feature Learning in Two-Stream CNNs on the Example of Zebrafish Swim Bout Classification	Dec 20, 2019	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 Networks as shallow Gaussian Processes	Aug 16, 2018	Gaussian ProcessesGeneral Classification	CodeCode Available	5
Minimizing Close-k Aggregate Loss Improves Classification	Nov 1, 2018	ClassificationGeneral Classification	CodeCode Available	5
Mining on Manifolds: Metric Learning without Labels	Mar 29, 2018	General ClassificationMetric Learning	CodeCode Available	5
3D CNN with Localized Residual Connections for Hyperspectral Image Classification	Dec 6, 2019	ClassificationGeneral Classification	CodeCode Available	5
Misleading Metadata Detection on YouTube	Jan 25, 2019	General Classification	CodeCode Available	5
Approximate Fisher Information Matrix to Characterise the Training of Deep Neural Networks	Oct 16, 2018	General Classificationimage-classification	CodeCode Available	5
Classification with Strategically Withheld Data	Dec 18, 2020	ClassificationGeneral Classification	CodeCode Available	5
Deep Convolutional Networks on Graph-Structured Data	Jun 16, 2015	General 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
ML-Net: multi-label classification of biomedical texts with deep neural networks	Nov 13, 2018	BenchmarkingClassification	CodeCode Available	5
MLtuner: System Support for Automatic Machine Learning Tuning	Mar 20, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Deep Extreme Multi-label Learning	Apr 12, 2017	ClassificationExtreme Multi-Label Classification	CodeCode Available	5
DeepImageSpam: Deep Learning based Image Spam Detection	Oct 3, 2018	BIG-bench Machine LearningDeep 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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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