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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 731–740 of 14581 papers

Title	Date	Tasks	Status	Hype
Optimal strategies for reject option classifiers	Jan 29, 2021	ClassificationGeneral Classification	—Unverified	0
VRoC: Variational Autoencoder-aided Multi-task Rumor Classifier Based on Text	Jan 28, 2021	General Classification	CodeCode Available	0
CORL: Compositional Representation Learning for Few-Shot Classification	Jan 28, 2021	ClassificationFew-Shot Image Classification	—Unverified	0
BENDR: using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data	Jan 28, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	1
ProtoDA: Efficient Transfer Learning for Few-Shot Intent Classification	Jan 28, 2021	ClassificationData Augmentation	—Unverified	0
A Neural Few-Shot Text Classification Reality Check	Jan 28, 2021	ClassificationFew-Shot Text Classification	CodeCode Available	1
Bounds on mutual information of mixture data for classification tasks	Jan 27, 2021	ClassificationGeneral Classification	—Unverified	0
Privacy Information Classification: A Hybrid Approach	Jan 27, 2021	ClassificationGeneral Classification	—Unverified	0
Multilingual and cross-lingual document classification: A meta-learning approach	Jan 27, 2021	Cross-Lingual Document ClassificationDocument Classification	CodeCode Available	1
Similarity of Classification Tasks	Jan 27, 2021	ClassificationFew-Shot Learning	CodeCode Available	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