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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 1371–1380 of 14581 papers

Title	Date	Tasks	Status	Hype
Frequency-based Automated Modulation Classification in the Presence of Adversaries	Nov 2, 2020	ClassificationDeep Learning	—Unverified	0
Event-Related Bias Removal for Real-time Disaster Events	Nov 2, 2020	General Classification	—Unverified	0
META: Metadata-Empowered Weak Supervision for Text Classification	Nov 1, 2020	ClassificationGeneral Classification	CodeCode Available	0
HSCNN: A Hybrid-Siamese Convolutional Neural Network for Extremely Imbalanced Multi-label Text Classification	Nov 1, 2020	General ClassificationMulti Label Text Classification	—Unverified	0
Inducing Target-Specific Latent Structures for Aspect Sentiment Classification	Nov 1, 2020	ClassificationDependency Parsing	—Unverified	0
Less is More: Attention Supervision with Counterfactuals for Text Classification	Nov 1, 2020	Classificationcounterfactual	—Unverified	0
Task-oriented Domain-specific Meta-Embedding for Text Classification	Nov 1, 2020	ClassificationGeneral Classification	—Unverified	0
Active Learning for BERT: An Empirical Study	Nov 1, 2020	Active LearningBinary text classification	CodeCode Available	1
Towards More Accurate Uncertainty Estimation In Text Classification	Nov 1, 2020	ClassificationGeneral Classification	CodeCode Available	0
Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification	Nov 1, 2020	General ClassificationInductive logic programming	—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