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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 671–680 of 14581 papers

Title	Date	Tasks	Status	Hype
Privacy-Preserving Video Classification with Convolutional Neural Networks	Feb 6, 2021	ClassificationEmotion Recognition	—Unverified	0
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices	Feb 6, 2021	Face RecognitionGeneral Classification	CodeCode Available	1
Achieving Explainability for Plant Disease Classification with Disentangled Variational Autoencoders	Feb 5, 2021	ClassificationDecision Making	—Unverified	0
Hyperspherical embedding for novel class classification	Feb 5, 2021	ClassificationFew-Shot Learning	—Unverified	0
Multi-Task Self-Supervised Pre-Training for Music Classification	Feb 5, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	—Unverified	0
Improving state estimation through projection post-processing for activity recognition with application to football	Feb 5, 2021	Activity RecognitionClassification	CodeCode Available	0
Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose	Feb 5, 2021	ClassificationConformal Prediction	—Unverified	0
Instance-based learning using the Half-Space Proximal Graph	Feb 4, 2021	ClassificationGeneral Classification	—Unverified	0
Deep reinforcement learning-based image classification achieves perfect testing set accuracy for MRI brain tumors with a training set of only 30 images	Feb 4, 2021	ClassificationDeep Reinforcement Learning	—Unverified	0
Mask Guided Attention For Fine-Grained Patchy Image Classification	Feb 4, 2021	ClassificationGeneral Classification	CodeCode Available	1

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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