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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 821–830 of 14581 papers

Title	Date	Tasks	Status	Hype
LoRAS: An oversampling approach for imbalanced datasets	Aug 22, 2019	General Classification	CodeCode Available	1
Lorentz Group Equivariant Neural Network for Particle Physics	Jun 8, 2020	General Classification	CodeCode Available	1
Machine Learning Methods for Brain Network Classification: Application to Autism Diagnosis using Cortical Morphological Networks	Apr 28, 2020	BenchmarkingBIG-bench Machine Learning	CodeCode Available	1
Machine Learning with Membership Privacy using Adversarial Regularization	Jul 16, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
Malware Detection Using Frequency Domain-Based Image Visualization and Deep Learning	Jan 26, 2021	Binary ClassificationClassification	CodeCode Available	1
Manifold Mixup improves text recognition with CTC loss	Mar 11, 2019	Data AugmentationGeneral Classification	CodeCode Available	1
MASKER: Masked Keyword Regularization for Reliable Text Classification	Dec 17, 2020	ClassificationDomain Generalization	CodeCode Available	1
Mask Guided Attention For Fine-Grained Patchy Image Classification	Feb 4, 2021	ClassificationGeneral Classification	CodeCode Available	1
Match Them Up: Visually Explainable Few-shot Image Classification	Nov 25, 2020	ClassificationFew-Shot Image Classification	CodeCode Available	1
An Empirical Study of Example Forgetting during Deep Neural Network Learning	Dec 12, 2018	General 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