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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 711–720 of 14581 papers

Title	Date	Tasks	Status	Hype
MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network	Feb 24, 2020	Document ClassificationGeneral Classification	CodeCode Available	1
End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label Classification	Feb 24, 2020	ClusteringGeneral Classification	CodeCode Available	1
Omni-Scale CNNs: a simple and effective kernel size configuration for time series classification	Feb 24, 2020	General ClassificationTime Series	CodeCode Available	1
Self-Adaptive Training: beyond Empirical Risk Minimization	Feb 24, 2020	General Classification	CodeCode Available	1
One-Class Graph Neural Networks for Anomaly Detection in Attributed Networks	Feb 22, 2020	Anomaly DetectionGeneral Classification	CodeCode Available	1
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network	Feb 22, 2020	Aspect-Based Sentiment Analysis (ABSA)Classification	CodeCode Available	1
Enzyme promiscuity prediction using hierarchy-informed multi-label classification	Feb 18, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
Adversarial Deep Network Embedding for Cross-network Node Classification	Feb 18, 2020	ClassificationDomain Adaptation	CodeCode Available	1
Unifying Graph Convolutional Neural Networks and Label Propagation	Feb 17, 2020	ClassificationGeneral Classification	CodeCode Available	1
Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks	Feb 17, 2020	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