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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 181–190 of 14581 papers

Title	Date	Tasks	Status	Hype
Inference of Upcoming Human Grasp Using EMG During Reach-to-Grasp Movement	Apr 19, 2021	Electromyography (EMG)General Classification	—Unverified	0
Few-shot learning via tensor hallucination	Apr 19, 2021	Data AugmentationFew-Shot Learning	CodeCode Available	0
Provable Robustness of Adversarial Training for Learning Halfspaces with Noise	Apr 19, 2021	ClassificationGeneral Classification	—Unverified	0
Quantum algorithms for SVD-based data representation and analysis	Apr 19, 2021	Dimensionality ReductionGeneral Classification	CodeCode Available	0
Machine-learning-based head impact subtyping based on the spectral densities of the measurable head kinematics	Apr 19, 2021	Data AugmentationGeneral Classification	—Unverified	0
SAS: A Simple, Accurate and Scalable Node Classification Algorithm	Apr 19, 2021	ClassificationGeneral Classification	—Unverified	0
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation	Apr 18, 2021	Data AugmentationGeneral Classification	CodeCode Available	1
Multi-objective Feature Selection with Missing Data in Classification	Apr 18, 2021	BIG-bench Machine LearningClassification	—Unverified	0
Texture Based Classification of High Resolution Remotely Sensed Imagery using Weber Local Descriptor	Apr 18, 2021	General Classificationimage-classification	—Unverified	0
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes	Apr 17, 2021	ClassificationFew-Shot Learning	—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