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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 1981–1990 of 14581 papers

Title	Date	Tasks	Status	Hype
Diagnosis of Autism in Children using Facial Analysis and Deep Learning	Aug 6, 2020	Deep LearningGeneral Classification	—Unverified	0
Graph Convolutional Networks for Hyperspectral Image Classification	Aug 6, 2020	ClassificationGeneral Classification	CodeCode Available	1
Respiratory Sound Classification Using Long-Short Term Memory	Aug 6, 2020	blind source separationClassification	—Unverified	0
Few-shot Classification via Adaptive Attention	Aug 6, 2020	ClassificationFew-Shot Learning	CodeCode Available	1
Measuring Pain in Sickle Cell Disease using Clinical Text	Aug 5, 2020	BIG-bench Machine LearningBinary Classification	—Unverified	0
Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical Simulations	Aug 5, 2020	Binary ClassificationClassification	CodeCode Available	1
Improving End-to-End Speech-to-Intent Classification with Reptile	Aug 5, 2020	ClassificationGeneral Classification	—Unverified	0
Unsupervised seismic facies classification using deep convolutional autoencoder	Aug 5, 2020	ClassificationClustering	—Unverified	0
Ontology-driven weak supervision for clinical entity classification in electronic health records	Aug 5, 2020	General ClassificationNamed Entity Recognition (NER)	CodeCode Available	1
Classification-Aided Multitarget Tracking Using the Sum-Product Algorithm	Aug 4, 2020	ClassificationGeneral 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