General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1926–1950 of 14581 papers

Title	Date	Tasks	Status	Score
ATOM: Accurate Tracking by Overlap Maximization	Nov 19, 2018	General ClassificationObject Tracking	CodeCode Available	5
Alzheimer's Dementia Recognition through Spontaneous Speech: The ADReSS Challenge	Apr 14, 2020	ClassificationGeneral Classification	CodeCode Available	5
A topological data analysis based classification method for multiple measurements	Apr 5, 2019	Classificationfeature selection	CodeCode Available	5
Alzheimer's Disease Brain MRI Classification: Challenges and Insights	Jun 10, 2019	ClassificationGeneral Classification	CodeCode Available	5
ATPboost: Learning Premise Selection in Binary Setting with ATP Feedback	Feb 9, 2018	Binary ClassificationGeneral Classification	CodeCode Available	5
A Transfer Learning Approach for Dialogue Act Classification of GitHub Issue Comments	Nov 10, 2020	Dialogue Act ClassificationGeneral Classification	CodeCode Available	5
Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional Network	Jul 2, 2016	General ClassificationHippocampus	CodeCode Available	5
Deep Learning Based Vehicle Make-Model Classification	Aug 23, 2018	ClassificationDeep Learning	CodeCode Available	5
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex	Mar 26, 2018	General Classification	CodeCode Available	5
Adaptive-Halting Policy Network for Early Classification	Aug 4, 2019	ClassificationEarly Classification	CodeCode Available	5
Hierarchical Spatial-aware Siamese Network for Thermal Infrared Object Tracking	Nov 27, 2017	General ClassificationObject Tracking	CodeCode Available	5
Deep Learning applied to NLP	Mar 9, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Deep learning at the shallow end: Malware classification for non-domain experts	Jul 22, 2018	ClassificationGeneral Classification	CodeCode Available	5
A no-regret generalization of hierarchical softmax to extreme multi-label classification	Oct 27, 2018	Extreme Multi-Label ClassificationGeneral Classification	CodeCode Available	5
Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples	Oct 27, 2018	AttributeFace Recognition	CodeCode Available	5
An Optimization Approach to Learning Falling Rule Lists	Oct 6, 2017	Binary ClassificationGeneral Classification	CodeCode Available	5
Attend, Copy, Parse -- End-to-end information extraction from documents	Dec 18, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition	Jun 21, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms	Dec 16, 2019	ClassificationDeep Learning	CodeCode Available	5
An Open-set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments	Feb 26, 2020	Face RecognitionFew-Shot Learning	CodeCode Available	5
Highly Efficient Follicular Segmentation in Thyroid Cytopathological Whole Slide Image	Feb 13, 2019	General ClassificationSegmentation	CodeCode Available	5
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing	Sep 24, 2018	ClassificationGeneral Classification	CodeCode Available	5
Histopathological Image Classification using Discriminative Feature-oriented Dictionary Learning	Jun 16, 2015	ClassificationDictionary Learning	CodeCode Available	5
Local Relation Networks for Image Recognition	Apr 25, 2019	General ClassificationImage Classification	CodeCode Available	5
Deep interpretable architecture for plant diseases classification	May 31, 2019	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	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