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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 1391–1400 of 14581 papers

Title	Date	Tasks	Status	Hype
Be More with Less: Hypergraph Attention Networks for Inductive Text Classification	Nov 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Brain Tumor Classification Using Medial Residual Encoder Layers	Nov 1, 2020	Brain Tumor ClassificationClassification	—Unverified	0
A Study of Image Pre-processing for Faster Object Recognition	Oct 31, 2020	ClassificationGeneral Classification	—Unverified	0
Fair Classification with Group-Dependent Label Noise	Oct 31, 2020	ClassificationFairness	CodeCode Available	0
Linear Classifiers that Encourage Constructive Adaptation	Oct 31, 2020	Decision MakingGeneral Classification	—Unverified	0
Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation Features	Oct 31, 2020	3D ClassificationBinary Classification	CodeCode Available	1
Combining Domain-Specific Meta-Learners in the Parameter Space for Cross-Domain Few-Shot Classification	Oct 31, 2020	ClassificationCross-Domain Few-Shot	—Unverified	0
Strongly universally consistent nonparametric regression and classification with privatised data	Oct 31, 2020	Binary ClassificationGeneral Classification	—Unverified	0
An Uncertainty Estimation Framework for Risk Assessment in Deep Learning-based Atrial Fibrillation Classification	Oct 30, 2020	General Classification	—Unverified	0
Perception Improvement for Free: Exploring Imperceptible Black-box Adversarial Attacks on Image Classification	Oct 30, 2020	Adversarial AttackGeneral Classification	—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