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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 3281–3290 of 14581 papers

Title	Date	Tasks	Status	Hype
Meta-SVDD: Probabilistic Meta-Learning for One-Class Classification in Cancer Histology Images	Mar 6, 2020	General ClassificationMeta-Learning	—Unverified	0
CNN-based Repetitive self-revised learning for photos' aesthetics imbalanced classification	Mar 6, 2020	ClassificationGeneral Classification	—Unverified	0
Application of Support Vector Machines for Seismogram Analysis and Differentiation	Mar 6, 2020	General Classification	—Unverified	0
TaskNorm: Rethinking Batch Normalization for Meta-Learning	Mar 6, 2020	General Classificationimage-classification	CodeCode Available	1
SimLoss: Class Similarities in Cross Entropy	Mar 6, 2020	Age EstimationGeneral Classification	CodeCode Available	1
Transfer Learning for Information Extraction with Limited Data	Mar 6, 2020	General ClassificationTransfer Learning	—Unverified	0
AIDeveloper: deep learning image classification in life science and beyond	Mar 5, 2020	Blood Cell CountClassification	CodeCode Available	1
PAC-Bayes meta-learning with implicit task-specific posteriors	Mar 5, 2020	Few-Shot Image ClassificationFew-Shot Learning	—Unverified	0
Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification	Mar 5, 2020	BIG-bench Machine LearningChange Detection	—Unverified	0
End-to-End Trainable One-Stage Parking Slot Detection Integrating Global and Local Information	Mar 5, 2020	General ClassificationRegion Proposal	—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	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