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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 81–90 of 14581 papers

Title	Date	Tasks	Status	Hype
DiagSet: a dataset for prostate cancer histopathological image classification	May 9, 2021	ClassificationGeneral Classification	CodeCode Available	1
The Temporal Dictionary Ensemble (TDE) Classifier for Time Series Classification	May 9, 2021	ClassificationGeneral Classification	—Unverified	0
GMOTE: Gaussian based minority oversampling technique for imbalanced classification adapting tail probability of outliers	May 9, 2021	ClusteringGeneral Classification	—Unverified	0
RB-CCR: Radial-Based Combined Cleaning and Resampling algorithm for imbalanced data classification	May 9, 2021	General Classification	CodeCode Available	0
Improving Patent Mining and Relevance Classification using Transformers	May 9, 2021	ClassificationGeneral Classification	—Unverified	0
DocSCAN: Unsupervised Text Classification via Learning from Neighbors	May 9, 2021	ClassificationClustering	CodeCode Available	1
ChainNet: Neural Network-Based Successive Spectral Analysis	May 8, 2021	ClassificationDirection of Arrival Estimation	—Unverified	0
Autoencoder Based Inter-Vehicle Generalization for In-Cabin Occupant Classification	May 7, 2021	ClassificationGeneral Classification	—Unverified	0
Diffusion Mechanism in Residual Neural Network: Theory and Applications	May 7, 2021	Binary ClassificationClassification	CodeCode Available	1
ResMLP: Feedforward networks for image classification with data-efficient training	May 7, 2021	Data AugmentationFine-Grained Image 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