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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 821–830 of 14581 papers

Title	Date	Tasks	Status	Hype
PointHop: An Explainable Machine Learning Method for Point Cloud Classification	Jul 30, 2019	AttributeBIG-bench Machine Learning	CodeCode Available	1
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment	Jul 27, 2019	Adversarial TextGeneral Classification	CodeCode Available	1
DropEdge: Towards Deep Graph Convolutional Networks on Node Classification	Jul 25, 2019	ClassificationGeneral Classification	CodeCode Available	1
Node Attribute Generation on Graphs	Jul 23, 2019	AttributeData Augmentation	CodeCode Available	1
Efficient Pipeline for Camera Trap Image Review	Jul 15, 2019	General Classification	CodeCode Available	1
Financial Time Series Data Processing for Machine Learning	Jul 3, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification	Jul 3, 2019	Acoustic Scene ClassificationGeneral Classification	CodeCode Available	1
Deep Instance-Level Hard Negative Mining Model for Histopathology Images	Jun 24, 2019	General ClassificationMultiple Instance Learning	CodeCode Available	1
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles	Jun 20, 2019	Aerial Scene ClassificationGeneral Classification	CodeCode Available	1
Efficient Set-Valued Prediction in Multi-Class Classification	Jun 19, 2019	ClassificationGeneral 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