General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3776–3800 of 14581 papers

Title	Date	Tasks	Status	Hype
Bayesian Topological Learning for Brain State Classification	Dec 18, 2019	ClassificationEEG	—Unverified	0
A Web Page Classifier Library Based on Random Image Content Analysis Using Deep Learning	Dec 18, 2019	General Classificationimage-classification	—Unverified	0
Radar Classification of Contiguous Activities of Daily Living	Dec 17, 2019	ClassificationGeneral Classification	—Unverified	0
Open Set Authorship Attribution toward Demystifying Victorian Periodicals	Dec 17, 2019	Authorship AttributionGeneral Classification	CodeCode Available	0
Kernel-Based Ensemble Learning in Python	Dec 17, 2019	Ensemble LearningGeneral Classification	CodeCode Available	0
Collaborative representation-based robust face recognition by discriminative low-rank representation	Dec 17, 2019	Face RecognitionGeneral Classification	—Unverified	0
Extrinsic Kernel Ridge Regression Classifier for Planar Kendall Shape Space	Dec 17, 2019	ClassificationGeneral Classification	CodeCode Available	0
Embedded Constrained Feature Construction for High-Energy Physics Data Classification	Dec 17, 2019	ClassificationGeneral Classification	—Unverified	0
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification	Dec 17, 2019	ClassificationGeneral Classification	—Unverified	0
A Multi-task Learning Model for Chinese-oriented Aspect Polarity Classification and Aspect Term Extraction	Dec 17, 2019	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	2
Evaluating Usage of Images for App Classification	Dec 16, 2019	ClassificationGeneral Classification	—Unverified	0
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms	Dec 16, 2019	ClassificationDeep Learning	CodeCode Available	0
Continuous Speech Recognition using EEG and Video	Dec 16, 2019	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Zoom in to where it matters: a hierarchical graph based model for mammogram analysis	Dec 16, 2019	ClassificationGeneral Classification	—Unverified	0
Transductive Zero-Shot Learning for 3D Point Cloud Classification	Dec 16, 2019	3D Point Cloud ClassificationClassification	CodeCode Available	1
On the Explanation of Machine Learning Predictions in Clinical Gait Analysis	Dec 16, 2019	BIG-bench Machine LearningClassification	CodeCode Available	0
Data augmentation approaches for improving animal audio classification	Dec 16, 2019	Audio ClassificationClassification	—Unverified	0
A novel spike-and-wave automatic detection in EEG signals	Dec 15, 2019	EEGElectroencephalogram (EEG)	—Unverified	0
Joint Learning of Generative Translator and Classifier for Visually Similar Classes	Dec 15, 2019	Data AugmentationDomain Adaptation	—Unverified	0
Long-length Legal Document Classification	Dec 14, 2019	ClassificationDocument Classification	—Unverified	0
Environmental Sound Classification with Parallel Temporal-spectral Attention	Dec 14, 2019	Acoustic Scene ClassificationAudio Classification	—Unverified	0
Towards Robust Toxic Content Classification	Dec 14, 2019	ClassificationDenoising	CodeCode Available	0
Deep-learning-based classification and retrieval of components of a process plant from segmented point clouds	Dec 13, 2019	General ClassificationObject Recognition	—Unverified	0
Laguerre-Gauss Preprocessing: Line Profiles as Image Features for Aerial Images Classification	Dec 13, 2019	General Classification	CodeCode Available	0
Systematic Misestimation of Machine Learning Performance in Neuroimaging Studies of Depression	Dec 13, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	0

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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