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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 801–810 of 14581 papers

Title	Date	Tasks	Status	Hype
On the Detection of Digital Face Manipulation	Oct 3, 2019	Binary ClassificationFace Detection	CodeCode Available	1
Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network	Sep 29, 2019	ClassificationGeneral Classification	CodeCode Available	1
A few filters are enough: Convolutional Neural Network for P300 Detection	Sep 16, 2019	EEGElectroencephalogram (EEG)	CodeCode Available	1
Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification	Sep 13, 2019	Federated LearningGeneral Classification	CodeCode Available	1
InceptionTime: Finding AlexNet for Time Series Classification	Sep 11, 2019	Deep LearningGeneral Classification	CodeCode Available	1
Adversarial Policy Gradient for Deep Learning Image Augmentation	Sep 9, 2019	ClassificationDeep Learning	CodeCode Available	1
Self-paced Ensemble for Highly Imbalanced Massive Data Classification	Sep 8, 2019	ClassificationGeneral Classification	CodeCode Available	1
Supervised Multimodal Bitransformers for Classifying Images and Text	Sep 6, 2019	General ClassificationNatural Language Inference	CodeCode Available	1
Improved Hierarchical Patient Classification with Language Model Pretraining over Clinical Notes	Sep 6, 2019	General ClassificationLanguage Modeling	CodeCode Available	1
Receptive-field-regularized CNN variants for acoustic scene classification	Sep 5, 2019	Acoustic Scene ClassificationClassification	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