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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 1851–1860 of 14581 papers

Title	Date	Tasks	Status	Hype
Using vis-NIRS and Machine Learning methods to diagnose sugarcane soil chemical properties	Dec 23, 2020	BIG-bench Machine LearningGeneral Classification	—Unverified	0
K-Means Kernel Classifier	Dec 23, 2020	ClassificationClustering	CodeCode Available	0
Unbiased Subdata Selection for Fair Classification: A Unified Framework and Scalable Algorithms	Dec 22, 2020	ClassificationFairness	—Unverified	0
A Survey of Methods for Managing the Classification and Solution of Data Imbalance Problem	Dec 22, 2020	General ClassificationSurvey	—Unverified	0
Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT	Dec 22, 2020	COVID-19 DiagnosisDiagnostic	CodeCode Available	0
Universal Approximation Properties for an ODENet and a ResNet: Mathematical Analysis and Numerical Experiments	Dec 22, 2020	Binary ClassificationGeneral Classification	—Unverified	0
Cost-sensitive Semi-supervised Classification for Fraud Applications	Dec 21, 2020	ClassificationFraud Detection	—Unverified	0
Knowledge Transfer Based Fine-grained Visual Classification	Dec 21, 2020	ClassificationFine-Grained Image Classification	CodeCode Available	0
Binary Classification Tests, Imperfect Standards, and Ambiguous Information	Dec 21, 2020	Binary ClassificationClassification	—Unverified	0
TechTexC: Classification of Technical Texts using Convolution and Bidirectional Long Short Term Memory Network	Dec 21, 2020	ClassificationGeneral Classification	—Unverified	0

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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