General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 351–375 of 14581 papers

Title	Date	Tasks	Status	Hype
Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network	Jan 17, 2020	Fine-Grained Image ClassificationFine-Grained Visual Recognition	CodeCode Available	1
Concept Matching for Low-Resource Classification	Jun 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Conditional Gaussian Distribution Learning for Open Set Recognition	Mar 19, 2020	General ClassificationOpen Set Learning	CodeCode Available	1
Conditional Wasserstein GAN-based Oversampling of Tabular Data for Imbalanced Learning	Aug 20, 2020	ClassificationGeneral Classification	CodeCode Available	1
Rank consistent ordinal regression for neural networks with application to age estimation	Jan 20, 2019	Age And Gender ClassificationAge Estimation	CodeCode Available	1
Constrained Extreme Learning Machines: A Study on Classification Cases	Jan 25, 2015	ClassificationGeneral Classification	CodeCode Available	1
Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification	Jan 17, 2021	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Contextualized Weak Supervision for Text Classification	Jul 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Contrastive Learning of Global-Local Video Representations	Apr 7, 2021	ClassificationContrastive Learning	CodeCode Available	1
Contrastive Multi-View Representation Learning on Graphs	Jun 10, 2020	General ClassificationGraph Classification	CodeCode Available	1
Controlled abstention neural networks for identifying skillful predictions for classification problems	Apr 16, 2021	General Classification	CodeCode Available	1
Convolutional Neural Networks for Classification of Alzheimer's Disease: Overview and Reproducible Evaluation	Apr 16, 2019	General ClassificationModel Selection	CodeCode Available	1
Convolutional Radio Modulation Recognition Networks	Feb 12, 2016	General ClassificationTime Series	CodeCode Available	1
Convolutional Recurrent Neural Networks for Music Classification	Sep 14, 2016	General ClassificationMusic Classification	CodeCode Available	1
Correct block-design experiments mitigate temporal correlation bias in EEG classification	Nov 25, 2020	ClassificationEEG	CodeCode Available	1
Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data	Mar 16, 2020	ClassificationData Augmentation	CodeCode Available	1
A Corpus for Multilingual Document Classification in Eight Languages	May 24, 2018	ClassificationCross-Lingual Document Classification	CodeCode Available	1
Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection	Mar 27, 2020	Anomaly DetectionBinary Classification	CodeCode Available	1
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations	Dec 4, 2020	Crop ClassificationEarth Observation	CodeCode Available	1
Crop mapping from image time series: deep learning with multi-scale label hierarchies	Feb 17, 2021	Crop ClassificationGeneral Classification	CodeCode Available	1
Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization	Oct 30, 2020	Contrastive LearningGeneral Classification	CodeCode Available	1
Cross-Domain Sentiment Classification with In-Domain Contrastive Learning	Dec 5, 2020	ClassificationContrastive Learning	CodeCode Available	1
Cross-modal Adversarial Reprogramming	Feb 15, 2021	ClassificationGeneral Classification	CodeCode Available	1
CTCModel: a Keras Model for Connectionist Temporal Classification	Jan 23, 2019	ClassificationGeneral Classification	CodeCode Available	1
A kernel-based quantum random forest for improved classification	Oct 5, 2022	General ClassificationQuantum Machine Learning	CodeCode Available	1

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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