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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 251–260 of 14581 papers

Title	Date	Tasks	Status	Hype
Image Segmentation, Compression and Reconstruction from Edge Distribution Estimation with Random Field and Random Cluster Theories	Apr 9, 2021	General ClassificationImage Classification	—Unverified	0
Deep Transformer Networks for Time Series Classification: The NPP Safety Case	Apr 9, 2021	General ClassificationTime Series	—Unverified	0
Out-of-distribution detection in satellite image classification	Apr 9, 2021	ClassificationDeep Learning	—Unverified	0
Chest X-Ray Bone Suppression for Improving Classification of Tuberculosis-Consistent Findings	Apr 9, 2021	DiagnosticGeneral Classification	—Unverified	0
Speech based Depression Severity Level Classification Using a Multi-Stage Dilated CNN-LSTM Model	Apr 9, 2021	Binary ClassificationClassification	—Unverified	0
AdCOFE: Advanced Contextual Feature Extraction in Conversations for emotion classification	Apr 9, 2021	ClassificationEmotion Classification	—Unverified	0
Self-Weighted Ensemble Method to Adjust the Influence of Individual Models based on Reliability	Apr 9, 2021	ClassificationGeneral Classification	—Unverified	0
Class-Wise Principal Component Analysis for hyperspectral image feature extraction	Apr 9, 2021	Dimensionality ReductionGeneral Classification	—Unverified	0
eGAN: Unsupervised approach to class imbalance using transfer learning	Apr 9, 2021	BIG-bench Machine LearningClassification	CodeCode Available	0
BERT-based Chinese Text Classification for Emergency Domain with a Novel Loss Function	Apr 9, 2021	BenchmarkingGeneral Classification	—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	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