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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 1421–1430 of 14581 papers

Title	Date	Tasks	Status	Hype
Semi-Supervised Speech Recognition via Graph-based Temporal Classification	Oct 29, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks	Oct 29, 2020	General ClassificationRetrieval	—Unverified	0
Augmenting transferred representations for stock classification	Oct 28, 2020	ClassificationData Augmentation	—Unverified	0
SigNet: A Novel Deep Learning Framework for Radio Signal Classification	Oct 28, 2020	ClassificationDeep Learning	—Unverified	0
NILM as a regression versus classification problem: the importance of thresholding	Oct 28, 2020	ClassificationGeneral Classification	CodeCode Available	1
Crop and weed classification based on AutoML	Oct 28, 2020	AutoMLClassification	—Unverified	0
A Chinese Text Classification Method With Low Hardware Requirement Based on Improved Model Concatenation	Oct 28, 2020	ClassificationEnsemble Learning	—Unverified	0
Handling Class Imbalance in Low-Resource Dialogue Systems by Combining Few-Shot Classification and Interpolation	Oct 28, 2020	ClassificationDialogue Act Classification	CodeCode Available	0
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis	Oct 28, 2020	AutoMLGeneral Classification	CodeCode Available	2
Evaluating data augmentation for financial time series classification	Oct 28, 2020	ClassificationData Augmentation	CodeCode Available	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