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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 211–220 of 14581 papers

Title	Date	Tasks	Status	Hype
Out-of-Distribution Detection for Dermoscopic Image Classification	Apr 15, 2021	ClassificationGeneral Classification	—Unverified	0
Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data	Apr 15, 2021	ClassificationDomain Adaptation	—Unverified	0
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
HIVE-COTE 2.0: a new meta ensemble for time series classification	Apr 15, 2021	General ClassificationTime Series	CodeCode Available	1
Detect and Classify -- Joint Span Detection and Classification for Health Outcomes	Apr 15, 2021	ClassificationDecision Making	CodeCode Available	0
Hierarchical Learning for Generation with Long Source Sequences	Apr 15, 2021	DecoderDocument Level Machine Translation	—Unverified	0
BERT based Transformers lead the way in Extraction of Health Information from Social Media	Apr 15, 2021	Binary ClassificationClassification	CodeCode Available	0
Identification of mental fatigue in language comprehension tasks based on EEG and deep learning	Apr 14, 2021	ClassificationEEG	—Unverified	0
Audio feature ranking for sound-based COVID-19 patient detection	Apr 14, 2021	Audio ClassificationClassification	—Unverified	0
Unsupervised low-rank representations for speech emotion recognition	Apr 14, 2021	Dimensionality ReductionEmotion Recognition	—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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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