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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 2901–2910 of 14581 papers

Title	Date	Tasks	Status	Hype
CS-AF: A Cost-sensitive Multi-classifier Active Fusion Framework for Skin Lesion Classification	Apr 25, 2020	General ClassificationLesion Classification	—Unverified	0
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification	Apr 25, 2020	ClassificationData Augmentation	CodeCode Available	1
How Much Off-The-Shelf Knowledge Is Transferable From Natural Images To Pathology Images?	Apr 24, 2020	General Classificationimage-classification	—Unverified	0
RAIN: A Simple Approach for Robust and Accurate Image Classification Networks	Apr 24, 2020	Adversarial DefenseGeneral Classification	CodeCode Available	0
A Light CNN for detecting COVID-19 from CT scans of the chest	Apr 24, 2020	General ClassificationGPU	—Unverified	0
A Cascaded Learning Strategy for Robust COVID-19 Pneumonia Chest X-Ray Screening	Apr 24, 2020	ClassificationGeneral Classification	—Unverified	0
Corpus-level and Concept-based Explanations for Interpretable Document Classification	Apr 24, 2020	ClassificationDecision Making	CodeCode Available	0
DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks	Apr 24, 2020	General ClassificationVocal Bursts Intensity Prediction	CodeCode Available	1
The Plant Pathology 2020 challenge dataset to classify foliar disease of apples	Apr 24, 2020	ClassificationFine-Grained Visual Categorization	CodeCode Available	1
Development of a Machine-Learning System to Classify Lung CT Scan Images into Normal/COVID-19 Class	Apr 24, 2020	BIG-bench Machine Learningfeature selection	—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