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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 2961–2970 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
An Overview and a Benchmark of Active Learning for Outlier Detection with One-Class Classifiers	Aug 14, 2018	Active LearningGeneral Classification	CodeCode Available	0	5
Kernel-Based Ensemble Learning in Python	Dec 17, 2019	Ensemble LearningGeneral Classification	CodeCode Available	0	5
Is a Classification Procedure Good Enough? A Goodness-of-Fit Assessment Tool for Classification Learning	Nov 8, 2019	ClassificationGeneral Classification	CodeCode Available	0	5
Kernel Principal Component Analysis and its Applications in Face Recognition and Active Shape Models	Jul 15, 2012	Dimensionality ReductionFace Recognition	CodeCode Available	0	5
Key Protected Classification for Collaborative Learning	Aug 27, 2019	ClassificationGeneral Classification	CodeCode Available	0	5
k-hop Graph Neural Networks	Jul 13, 2019	General ClassificationGraph Classification	CodeCode Available	0	5
Automating biomedical data science through tree-based pipeline optimization	Jan 28, 2016	BIG-bench Machine LearningGeneral Classification	CodeCode Available	0	5
Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network	Mar 26, 2020	General ClassificationMedical Diagnosis	CodeCode Available	0	5
Deep Extreme Multi-label Learning	Apr 12, 2017	ClassificationExtreme Multi-Label Classification	CodeCode Available	0	5
Deep Face Forgery Detection	Apr 6, 2020	Binary ClassificationClassification	CodeCode Available	0	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