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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 1121–1130 of 14581 papers

Title	Date	Tasks	Status	Hype
Is Attention always needed? A Case Study on Language Identification from Speech	Oct 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Rule-Based Classification of Hyperspectral Imaging Data	Jul 21, 2021	ClassificationGeneral Classification	—Unverified	0
Canonical-Correlation-Based Fast Feature Selection for Structural Health Monitoring	Jun 15, 2021	Edge-computingfeature selection	CodeCode Available	0
Tabular Data: Deep Learning is Not All You Need	Jun 6, 2021	AllAutoML	CodeCode Available	0
An Autonomous Drone for Search and Rescue in Forests using Airborne Optical Sectioning	May 10, 2021	General Classification	—Unverified	0
AFINet: Attentive Feature Integration Networks for Image Classification	May 10, 2021	ClassificationGeneral Classification	—Unverified	0
Loss-Aversively Fair Classification	May 10, 2021	ClassificationDecision Making	CodeCode Available	0
Examining and Mitigating Kernel Saturation in Convolutional Neural Networks using Negative Images	May 10, 2021	ClassificationData Augmentation	—Unverified	0
The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification	May 9, 2021	ClassificationGeneral Classification	—Unverified	0
RB-CCR: Radial-Based Combined Cleaning and Resampling algorithm for imbalanced data classification	May 9, 2021	General Classification	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