General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2876–2900 of 14581 papers

Title	Date	Tasks	Status	Score
Classification and Clustering of Arguments with Contextualized Word Embeddings	Jun 24, 2019	Argument MiningClassification	CodeCode Available	5
An analytic theory of shallow networks dynamics for hinge loss classification	Jun 19, 2020	General Classification	CodeCode Available	5
Improved Sample Complexities for Deep Networks and Robust Classification via an All-Layer Margin	Oct 9, 2019	AllGeneral Classification	CodeCode Available	5
A benchmark of data stream classification for human activity recognition on connected objects	Aug 27, 2020	Activity RecognitionClassification	CodeCode Available	5
Classification and Feature Transformation with Fuzzy Cognitive Maps	Mar 8, 2021	ClassificationDecision Making	CodeCode Available	5
Average Individual Fairness: Algorithms, Generalization and Experiments	May 25, 2019	ClassificationFairness	CodeCode Available	5
Deep interpretable architecture for plant diseases classification	May 31, 2019	ClassificationGeneral Classification	CodeCode Available	5
A novel embedded min-max approach for feature selection in nonlinear support vector machine classification	Apr 21, 2020	Classificationfeature selection	CodeCode Available	5
Deep Knowledge Tracing and Dynamic Student Classification for Knowledge Tracing	Sep 24, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep Imbalanced Attribute Classification using Visual Attention Aggregation	Jul 10, 2018	AttributeClassification	CodeCode Available	5
Improving Landmark Recognition using Saliency detection and Feature classification	Nov 30, 2018	ClassificationGeneral Classification	CodeCode Available	5
A Failure of Aspect Sentiment Classifiers and an Adaptive Re-weighting Solution	Nov 4, 2019	General ClassificationSentence	CodeCode Available	5
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification	Apr 10, 2019	General ClassificationSentiment Analysis	CodeCode Available	5
Improving Review Representations with User Attention and Product Attention for Sentiment Classification	Jan 24, 2018	General ClassificationSentiment Analysis	CodeCode Available	5
Deep Inside Convolutional Networks: Visualising Image Classification Models and Saliency Maps	Dec 20, 2013	General ClassificationImage Attribution	CodeCode Available	5
DeepImageSpam: Deep Learning based Image Spam Detection	Oct 3, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Deep Learning applied to NLP	Mar 9, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Improving text classification with vectors of reduced precision	Jun 20, 2017	ClassificationDimensionality Reduction	CodeCode Available	5
Deep Learning for Classification and Severity Estimation of Coffee Leaf Biotic Stress	Jul 26, 2019	Data AugmentationGeneral Classification	CodeCode Available	5
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images	Sep 20, 2018	General Classificationimage-classification	CodeCode Available	5
Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification	Dec 18, 2018	ClassificationGeneral Classification	CodeCode Available	5
A Novel Hybrid Machine Learning Model for Auto-Classification of Retinal Diseases	Jun 17, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin Lesions	Mar 6, 2017	General ClassificationLesion Classification	CodeCode Available	5
Auto-WEKA: Combined Selection and Hyperparameter Optimization of Classification Algorithms	Aug 18, 2012	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available	5
Deep Gamblers: Learning to Abstain with Portfolio Theory	Jun 29, 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	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