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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 1571–1580 of 14581 papers

Title	Date	Tasks	Status	Hype
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification	Oct 9, 2020	Domain AdaptationDomain Generalization	CodeCode Available	1
Genetic-algorithm-optimized neural networks for gravitational wave classification	Oct 9, 2020	ClassificationGeneral Classification	—Unverified	0
Causal Feature Selection with Dimension Reduction for Interpretable Text Classification	Oct 9, 2020	Causal InferenceClassification	—Unverified	0
Neural Networks as Functional Classifiers	Oct 9, 2020	ClassificationGeneral Classification	CodeCode Available	0
Multi-Objective Optimisation of Multi-Output Neural Trees	Oct 9, 2020	General ClassificationGeneral Classification Selection	CodeCode Available	1
Uncertainty-Aware Few-Shot Image Classification	Oct 9, 2020	ClassificationFew-Shot Image Classification	—Unverified	0
Denoising Multi-Source Weak Supervision for Neural Text Classification	Oct 9, 2020	ClassificationDenoising	CodeCode Available	1
Measuring What Counts: The case of Rumour Stance Classification	Oct 9, 2020	ClassificationGeneral Classification	—Unverified	0
Sickle-cell disease diagnosis support selecting the most appropriate machinelearning method: Towards a general and interpretable approach for cellmorphology analysis from microscopy images	Oct 9, 2020	DiagnosticGeneral Classification	CodeCode Available	0
Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification	Oct 8, 2020	Brain Computer InterfaceClassification	—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