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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 4561–4570 of 14581 papers

Title	Date	Tasks	Status	Hype
Automatic Hip Fracture Identification and Functional Subclassification with Deep Learning	Sep 10, 2019	Deep LearningDiagnostic	—Unverified	0
Augmenting Monte Carlo Dropout Classification Models with Unsupervised Learning Tasks for Detecting and Diagnosing Out-of-Distribution Faults	Sep 10, 2019	ClassificationFault Detection	—Unverified	0
Effectiveness of Adversarial Examples and Defenses for Malware Classification	Sep 10, 2019	ClassificationGeneral Classification	—Unverified	0
Improving the Explainability of Neural Sentiment Classifiers via Data Augmentation	Sep 10, 2019	Data AugmentationGeneral Classification	—Unverified	0
Spam filtering on forums: A synthetic oversampling based approach for imbalanced data classification	Sep 10, 2019	ClassificationGeneral Classification	—Unverified	0
SDM-Net: A Simple and Effective Model for Generalized Zero-Shot Learning	Sep 10, 2019	DescriptiveGeneral Classification	—Unverified	0
Localized Adversarial Training for Increased Accuracy and Robustness in Image Classification	Sep 10, 2019	Adversarial AttackGeneral Classification	—Unverified	0
A Survey of Techniques All Classifiers Can Learn from Deep Networks: Models, Optimizations, and Regularization	Sep 10, 2019	AllDeep Learning	—Unverified	0
Photometric light curves classification with machine learning	Sep 10, 2019	BIG-bench Machine LearningClassification	—Unverified	0
The Mapillary Traffic Sign Dataset for Detection and Classification on a Global Scale	Sep 10, 2019	Autonomous DrivingClassification	—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