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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 4251–4260 of 14581 papers

Title	Date	Tasks	Status	Hype
Strategic Classification is Causal Modeling in Disguise	Oct 23, 2019	Causal InferenceClassification	—Unverified	0
Feature Selection and Extraction for Graph Neural Networks	Oct 23, 2019	Clusteringfeature selection	—Unverified	0
Deep Classification Network for Monocular Depth Estimation	Oct 23, 2019	ClassificationDepth Estimation	—Unverified	0
A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images	Oct 23, 2019	Cancer ClassificationClassification	CodeCode Available	0
Identification of primary angle-closure on AS-OCT images with Convolutional Neural Networks	Oct 23, 2019	General Classification	—Unverified	0
Graph Representation learning for Audio & Music genre Classification	Oct 23, 2019	ClassificationGeneral Classification	—Unverified	0
Hierarchical Transformers for Long Document Classification	Oct 23, 2019	ClassificationDocument Classification	CodeCode Available	1
Minimax Rate Optimal Adaptive Nearest Neighbor Classification and Regression	Oct 22, 2019	ClassificationGeneral Classification	—Unverified	0
Recurrent Attention Walk for Semi-supervised Classification	Oct 22, 2019	ClassificationGeneral Classification	CodeCode Available	0
Towards an Intelligent Microscope: adaptively learned illumination for optimal sample classification	Oct 22, 2019	General ClassificationReinforcement Learning	—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