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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 831–840 of 14581 papers

Title	Date	Tasks	Status	Hype
Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints	Jul 29, 2017	General ClassificationSemantic Role Labeling	CodeCode Available	1
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation	Mar 25, 2021	ClassificationDomain Adaptation	CodeCode Available	1
An Empirical Study of Example Forgetting during Deep Neural Network Learning	Dec 12, 2018	General Classification	CodeCode Available	1
MetaDelta: A Meta-Learning System for Few-shot Image Classification	Feb 22, 2021	ClassificationDecoder	CodeCode Available	1
Active Learning for BERT: An Empirical Study	Nov 1, 2020	Active LearningBinary text classification	CodeCode Available	1
Meta-Learning for Semi-Supervised Few-Shot Classification	Mar 2, 2018	General ClassificationMeta-Learning	CodeCode Available	1
Metric Learning with Adaptive Density Discrimination	Nov 18, 2015	AttributeClassification	CodeCode Available	1
MIN2Net: End-to-End Multi-Task Learning for Subject-Independent Motor Imagery EEG Classification	Feb 7, 2021	ClassificationEEG	CodeCode Available	1
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification	Dec 16, 2020	General ClassificationTime Series	CodeCode Available	1
2kenize: Tying Subword Sequences for Chinese Script Conversion	May 7, 2020	General ClassificationTopic 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