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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 381–390 of 14581 papers

Title	Date	Tasks	Status	Hype
Automatic Cough Classification for Tuberculosis Screening in a Real-World Environment	Mar 23, 2021	Cough Classificationfeature selection	—Unverified	0
Region extraction based approach for cigarette usage classification using deep learning	Mar 23, 2021	ClassificationGeneral Classification	—Unverified	0
Replacing Rewards with Examples: Example-Based Policy Search via Recursive Classification	Mar 23, 2021	General ClassificationReinforcement Learning (RL)	CodeCode Available	0
A New Approach To Text Rating Classification Using Sentiment Analysis	Mar 23, 2021	ClassificationGeneral Classification	—Unverified	0
Adversarial Feature Augmentation and Normalization for Visual Recognition	Mar 22, 2021	ClassificationData Augmentation	CodeCode Available	1
Tiny Transformers for Environmental Sound Classification at the Edge	Mar 22, 2021	ClassificationEnvironmental Sound Classification	CodeCode Available	1
Grey-box Adversarial Attack And Defence For Sentiment Classification	Mar 22, 2021	Adversarial AttackClassification	CodeCode Available	0
Automatic Pulmonary Artery-Vein Separation in CT Images using Twin-Pipe Network and Topology Reconstruction	Mar 22, 2021	DiagnosticGeneral Classification	—Unverified	0
PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT	Mar 22, 2021	ClassificationGeneral Classification	CodeCode Available	1
Adversarially Optimized Mixup for Robust Classification	Mar 22, 2021	ClassificationData Augmentation	—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