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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 2471–2480 of 14581 papers

Title	Date	Tasks	Status	Hype
A New Training Method for Feedforward Neural Networks Based on Geometric Contraction Property of Activation Functions	Jun 20, 2016	General Classification	—Unverified	0
Adversarial Examples and Metrics	Jul 14, 2020	ClassificationGeneral Classification	—Unverified	0
A New Strategy of Cost-Free Learning in the Class Imbalance Problem	Jul 22, 2013	General Classification	—Unverified	0
A New Spatio-Spectral Morphological Segmentation For Multi-Spectral Remote-Sensing Images	Feb 9, 2016	ClassificationDimensionality Reduction	—Unverified	0
A Comparison of Techniques for Sentiment Classification of Film Reviews	May 12, 2019	BIG-bench Machine LearningClassification	—Unverified	0
Achieving Generalizable Robustness of Deep Neural Networks by Stability Training	Jun 3, 2019	Data AugmentationGeneral Classification	—Unverified	0
Skin Cancer Segmentation and Classification with NABLA-N and Inception Recurrent Residual Convolutional Networks	Apr 25, 2019	Cancer ClassificationClassification	—Unverified	0
A New Space for Comparing Graphs	Apr 17, 2014	ClusteringGeneral Classification	—Unverified	0
A New Ratio Image Based CNN Algorithm For SAR Despeckling	Jun 10, 2019	General ClassificationScene Understanding	—Unverified	0
Adversarial Evaluation of Multimodal Models under Realistic Gray Box Assumption	Nov 25, 2020	General ClassificationText Augmentation	—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