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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 3351–3360 of 14581 papers

Title	Date	Tasks	Status	Hype
The Data Representativeness Criterion: Predicting the Performance of Supervised Classification Based on Data Set Similarity	Feb 27, 2020	General Classification	CodeCode Available	0
Imbalance Learning for Variable Star Classification	Feb 27, 2020	BIG-bench Machine LearningClassification	CodeCode Available	0
Fake Review Detection Using Behavioral and Contextual Features	Feb 26, 2020	General Classificationtext similarity	CodeCode Available	0
Streaming Active Deep Forest for Evolving Data Stream Classification	Feb 26, 2020	Active LearningClassification	—Unverified	0
Infinitely Wide Graph Convolutional Networks: Semi-supervised Learning via Gaussian Processes	Feb 26, 2020	Gaussian ProcessesGeneral Classification	—Unverified	0
Rethinking the Route Towards Weakly Supervised Object Localization	Feb 26, 2020	General ClassificationObject	CodeCode Available	1
A Deep Unsupervised Feature Learning Spiking Neural Network with Binarized Classification Layers for EMNIST Classification using SpykeFlow	Feb 26, 2020	ClassificationGeneral Classification	CodeCode Available	0
Assignment Flows for Data Labeling on Graphs: Convergence and Stability	Feb 26, 2020	General ClassificationMath	—Unverified	0
The role of regularization in classification of high-dimensional noisy Gaussian mixture	Feb 26, 2020	General Classificationregression	—Unverified	0
Nonlinear classifiers for ranking problems based on kernelized SVM	Feb 26, 2020	ClassificationGeneral Classification	CodeCode Available	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