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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 971–980 of 14581 papers

Title	Date	Tasks	Status	Hype
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference	Dec 15, 2017	General ClassificationQuantization	CodeCode Available	1
Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs	Nov 23, 2017	Deep LearningGeneral Classification	CodeCode Available	1
Temporal 3D ConvNets: New Architecture and Transfer Learning for Video Classification	Nov 22, 2017	Action RecognitionGeneral Classification	CodeCode Available	1
Sparse-Input Neural Networks for High-dimensional Nonparametric Regression and Classification	Nov 21, 2017	General Classificationregression	CodeCode Available	1
CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise	Nov 20, 2017	ClassificationGeneral Classification	CodeCode Available	1
Learning SO(3) Equivariant Representations with Spherical CNNs	Nov 17, 2017	3D ClassificationData Augmentation	CodeCode Available	1
ALL-IN-1: Short Text Classification with One Model for All Languages	Oct 26, 2017	AllGeneral Classification	CodeCode Available	1
VisDA: The Visual Domain Adaptation Challenge	Oct 18, 2017	Domain AdaptationGeneral Classification	CodeCode Available	1
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC)	Oct 13, 2017	General ClassificationLesion Segmentation	CodeCode Available	1
Deep Learning for Case-Based Reasoning through Prototypes: A Neural Network that Explains Its Predictions	Oct 13, 2017	DecoderGeneral 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