General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3851–3875 of 14581 papers

Title	Date	Tasks	Status	Score
Crowdsourcing Semantic Label Propagation in Relation Classification	Sep 3, 2018	ClassificationGeneral Classification	CodeCode Available	5
Cost-Sensitive Support Vector Machines	Dec 5, 2012	General Classification	CodeCode Available	5
ATOM: Accurate Tracking by Overlap Maximization	Nov 19, 2018	General ClassificationObject Tracking	CodeCode Available	5
Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification	Apr 11, 2017	document-image-classificationDocument Image Classification	CodeCode Available	5
Data Distillation for Text Classification	Apr 17, 2021	ClassificationGeneral Classification	CodeCode Available	5
Understanding and Improving Deep Neural Network for Activity Recognition	May 18, 2018	Activity RecognitionGeneral Classification	CodeCode Available	5
Cross-Domain Labeled LDA for Cross-Domain Text Classification	Sep 16, 2018	ClassificationCross-Domain Text Classification	CodeCode Available	5
Understanding Deep Architectures by Visual Summaries	Jan 27, 2018	General Classificationimage-classification	CodeCode Available	5
Alzheimer's Disease Brain MRI Classification: Challenges and Insights	Jun 10, 2019	ClassificationGeneral Classification	CodeCode Available	5
Understanding How Image Quality Affects Deep Neural Networks	Apr 14, 2016	General Classificationimage-classification	CodeCode Available	5
Counterfactual Detection meets Transfer Learning	May 27, 2020	Binary Classificationcounterfactual	CodeCode Available	5
ATPboost: Learning Premise Selection in Binary Setting with ATP Feedback	Feb 9, 2018	Binary ClassificationGeneral Classification	CodeCode Available	5
Cross-Domain Image Classification through Neural-Style Transfer Data Augmentation	Oct 12, 2019	ClassificationData Augmentation	CodeCode Available	5
Autoencoders and Generative Adversarial Networks for Imbalanced Sequence Classification	Jan 8, 2019	Anomaly DetectionClassification	CodeCode Available	5
Countering Adversarial Images using Input Transformations	Oct 31, 2017	Adversarial DefenseGeneral Classification	CodeCode Available	5
Alzheimer's Disease Diagnostics by Adaptation of 3D Convolutional Network	Jul 2, 2016	General ClassificationHippocampus	CodeCode Available	5
Autoencoder-Driven Weather Clustering for Source Estimation during Nuclear Events	Sep 18, 2017	ClusteringGeneral Classification	CodeCode Available	5
Cross Device Matching for Online Advertising with Neural Feature Ensembles : First Place Solution at CIKM Cup 2016	Oct 23, 2016	ClassificationGeneral Classification	CodeCode Available	5
Cross Attention Network for Few-shot Classification	Oct 17, 2019	ClassificationGeneral Classification	CodeCode Available	5
Saliency is a Possible Red Herring When Diagnosing Poor Generalization	Oct 1, 2019	General Classification	CodeCode Available	5
AutoDispNet: Improving Disparity Estimation With AutoML	May 17, 2019	AutoMLBayesian Optimization	CodeCode Available	5
Bayesian Active Learning for Classification and Preference Learning	Dec 24, 2011	Active LearningClassification	CodeCode Available	5
Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural Networks	Oct 17, 2017	Binary ClassificationC++ code	CodeCode Available	5
Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method	Oct 5, 2019	Computational EfficiencyDimensionality Reduction	CodeCode Available	5
A multi-instance deep neural network classifier: application to Higgs boson CP measurement	Mar 2, 2018	General 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