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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 111–120 of 14581 papers

Title	Date	Tasks	Status	Hype
Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification	Apr 17, 2021	Document ClassificationGeneral Classification	CodeCode Available	1
Emotion Classification in a Resource Constrained Language Using Transformer-based Approach	Apr 17, 2021	ClassificationEmotion Classification	CodeCode Available	1
R&R: Metric-guided Adversarial Sentence Generation	Apr 17, 2021	Adversarial AttackGeneral Classification	CodeCode Available	1
Temporal Adaptation of BERT and Performance on Downstream Document Classification: Insights from Social Media	Apr 16, 2021	Document ClassificationDomain Adaptation	CodeCode Available	1
Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis	Apr 16, 2021	ClassificationEEG	CodeCode Available	1
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series Classification	Apr 16, 2021	Binary ClassificationGeneral Classification	CodeCode Available	1
Controlled abstention neural networks for identifying skillful predictions for classification problems	Apr 16, 2021	General Classification	CodeCode Available	1
HIVE-COTE 2.0: a new meta ensemble for time series classification	Apr 15, 2021	General ClassificationTime Series	CodeCode Available	1
Text Guide: Improving the quality of long text classification by a text selection method based on feature importance	Apr 15, 2021	ClassificationExplainable artificial intelligence	CodeCode Available	1
Contrastive Learning for Sports Video: Unsupervised Player Classification	Apr 15, 2021	ClassificationContrastive Learning	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