General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 6201–6225 of 14581 papers

Title	Date	Tasks	Status	Hype
Galaxy classification: A machine learning analysis of GAMA catalogue data	Mar 18, 2019	BIG-bench Machine LearningClassification	—Unverified	0
Complex Scene Classification of PolSAR Imagery based on a Self-paced Learning Approach	Mar 18, 2019	General Classificationimage-classification	—Unverified	0
A Multilingual Encoding Method for Text Classification and Dialect Identification Using Convolutional Neural Network	Mar 18, 2019	Dialect IdentificationGeneral Classification	—Unverified	0
Adversarial Attacks on Deep Neural Networks for Time Series Classification	Mar 17, 2019	Activity RecognitionAdversarial Attack	CodeCode Available	0
Emotion Action Detection and Emotion Inference: the Task and Dataset	Mar 16, 2019	Action DetectionEmotion Classification	CodeCode Available	0
Imbalanced multi-label classification using multi-task learning with extractive summarization	Mar 16, 2019	ClassificationExtractive Summarization	CodeCode Available	0
Directional PointNet: 3D Environmental Classification for Wearable Robotics	Mar 16, 2019	ClassificationGeneral Classification	—Unverified	0
Classification of dry age-related macular degeneration and diabetic macular edema from optical coherence tomography images using dictionary learning	Mar 16, 2019	Dictionary LearningGeneral Classification	—Unverified	0
Ontology Based Global and Collective Motion Patterns for Event Classification in Basketball Videos	Mar 16, 2019	ClassificationGeneral Classification	—Unverified	0
Unsupervised Deep Transfer Feature Learning for Medical Image Classification	Mar 15, 2019	ClassificationGeneral Classification	—Unverified	0
MFAS: Multimodal Fusion Architecture Search	Mar 15, 2019	Action RecognitionGeneral Classification	—Unverified	0
Multi-Stage Fault Warning for Large Electric Grids Using Anomaly Detection and Machine Learning	Mar 15, 2019	Anomaly DetectionBIG-bench Machine Learning	—Unverified	0
Matching Entities Across Different Knowledge Graphs with Graph Embeddings	Mar 15, 2019	General ClassificationKnowledge Graphs	CodeCode Available	0
Deep Neural Network Ensembles for Time Series Classification	Mar 15, 2019	AttributeClassification	CodeCode Available	0
Constrained Mutual Convex Cone Method for Image Set Based Recognition	Mar 14, 2019	ClassificationGeneral Classification	—Unverified	0
Improving Prostate Cancer Detection with Breast Histopathology Images	Mar 14, 2019	General ClassificationTransfer Learning	—Unverified	0
Deep Distribution Regression	Mar 14, 2019	Decision MakingGeneral Classification	CodeCode Available	0
Deep learning enabled multi-wavelength spatial coherence microscope for the classification of malaria-infected stages with limited labelled data size	Mar 14, 2019	General Classification	—Unverified	0
Superpixel Contracted Graph-Based Learning for Hyperspectral Image Classification	Mar 14, 2019	ClassificationGeneral Classification	CodeCode Available	0
On Learning from Ghost Imaging without Imaging	Mar 14, 2019	BIG-bench Machine LearningClassification	—Unverified	0
Survey of Text-based Epidemic Intelligence: A Computational Linguistic Perspective	Mar 14, 2019	Event DetectionGeneral Classification	—Unverified	0
Multimodal Emotion Classification	Mar 13, 2019	ClassificationEmotion Classification	—Unverified	0
All You Need is a Few Shifts: Designing Efficient Convolutional Neural Networks for Image Classification	Mar 13, 2019	AllGeneral Classification	CodeCode Available	0
A Comprehensive Analysis of 2D&3D Video Watching of EEG Signals by Increasing PLSR and SVM Classification Results	Mar 13, 2019	EEGElectroencephalogram (EEG)	—Unverified	0
Benchmarking Natural Language Understanding Services for building Conversational Agents	Mar 13, 2019	BenchmarkingGeneral Classification	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