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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 641–650 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
A Framework for Enhancing Deep Neural Networks Against Adversarial Malware	Apr 15, 2020	General ClassificationMalware Classification	CodeCode Available	1	5
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning	Sep 17, 2018	General ClassificationLung Cancer Diagnosis	CodeCode Available	1	5
Adversarial Deep Network Embedding for Cross-network Node Classification	Feb 18, 2020	ClassificationDomain Adaptation	CodeCode Available	1	5
A Practioner's Guide to Evaluating Entity Resolution Results	Sep 14, 2015	ClusteringEntity Resolution	CodeCode Available	1	5
Equality of Opportunity in Supervised Learning	Oct 7, 2016	AttributeGeneral Classification	CodeCode Available	1	5
Adversarial Discriminative Domain Adaptation	Feb 17, 2017	Domain AdaptationGeneral Classification	CodeCode Available	1	5
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection	Sep 28, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification	Apr 1, 2021	General ClassificationTransfer Learning	CodeCode Available	1	5
Evaluating surgical skills from kinematic data using convolutional neural networks	Jun 7, 2018	General ClassificationSkills Assessment	CodeCode Available	1	5
ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases	May 5, 2017	General Classificationimage-classification	CodeCode Available	1	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