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General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 691–700 of 14581 papers

Title	Date	Tasks	Status	Hype
Adversarial Reciprocal Points Learning for Open Set Recognition	Mar 1, 2021	General ClassificationOpen Set Learning	CodeCode Available	1
Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification	Jan 17, 2020	General ClassificationOut-of-Distribution Detection	CodeCode Available	1
Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals	Nov 23, 2020	Explainable ModelsGeneral Classification	CodeCode Available	1
Explaining Predictions of Non-Linear Classifiers in NLP	Jun 23, 2016	General Classificationimage-classification	CodeCode Available	1
Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated Learning	Apr 27, 2020	BIG-bench Machine LearningFederated Learning	CodeCode Available	1
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network	Feb 22, 2020	Aspect-Based Sentiment Analysis (ABSA)Classification	CodeCode Available	1
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images	Jun 3, 2020	COVID-19 DiagnosisGeneral Classification	CodeCode Available	1
Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers	Mar 2, 2020	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
Fair and Optimal Classification via Post-Processing	Nov 3, 2022	AttributeClassification	CodeCode Available	1
An End-to-End Architecture for Keyword Spotting and Voice Activity Detection	Nov 28, 2016	Action DetectionActivity Detection	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