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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 291–300 of 14581 papers

Title	Date	Tasks	Status	Hype
An Analysis of State-of-the-art Activation Functions For Supervised Deep Neural Network	Apr 5, 2021	Acoustic Scene ClassificationClassification	—Unverified	0
BBAEG: Towards BERT-based Biomedical Adversarial Example Generation for Text Classification	Apr 5, 2021	Decision MakingGeneral Classification	CodeCode Available	0
AST: Audio Spectrogram Transformer	Apr 5, 2021	Audio ClassificationAudio Tagging	CodeCode Available	2
Explainability-aided Domain Generalization for Image Classification	Apr 5, 2021	ClassificationDomain Generalization	—Unverified	0
SetConv: A New Approach for Learning from Imbalanced Data	Apr 3, 2021	BIG-bench Machine LearningClassification	—Unverified	0
Gradient-based Adversarial Deep Modulation Classification with Data-driven Subsampling	Apr 3, 2021	Deep LearningGeneral Classification	—Unverified	0
Exploring the Role of BERT Token Representations to Explain Sentence Probing Results	Apr 3, 2021	DiagnosticGeneral Classification	CodeCode Available	0
Sparse Universum Quadratic Surface Support Vector Machine Models for Binary Classification	Apr 3, 2021	Binary ClassificationGeneral Classification	—Unverified	0
Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems	Apr 3, 2021	Data AugmentationGeneral Classification	—Unverified	0
A surrogate loss function for optimization of F_β score in binary classification with imbalanced data	Apr 3, 2021	Binary ClassificationClassification	—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