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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 621–630 of 14581 papers

Title	Date	Tasks	Status	Hype
Robust Classification using Hidden Markov Models and Mixtures of Normalizing Flows	Feb 15, 2021	General ClassificationRobust classification	—Unverified	0
Beyond the English Web: Zero-Shot Cross-Lingual and Lightweight Monolingual Classification of Registers	Feb 15, 2021	ClassificationCross-Lingual Transfer	CodeCode Available	0
Healing Products of Gaussian Processes	Feb 14, 2021	Gaussian ProcessesGeneral Classification	CodeCode Available	1
Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning	Feb 14, 2021	Binary ClassificationGeneral Classification	—Unverified	0
Comprehensive Comparative Study of Multi-Label Classification Methods	Feb 14, 2021	ClassificationGeneral Classification	—Unverified	0
Costly Features Classification using Monte Carlo Tree Search	Feb 14, 2021	ClassificationGeneral Classification	—Unverified	0
On Technical Trading and Social Media Indicators in Cryptocurrencies' Price Classification Through Deep Learning	Feb 13, 2021	General ClassificationTime Series Analysis	—Unverified	0
Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms	Feb 13, 2021	Audio ClassificationClassification	—Unverified	0
Multi-class Generative Adversarial Nets for Semi-supervised Image Classification	Feb 13, 2021	ClassificationDomain Adaptation	—Unverified	0
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization	Feb 13, 2021	General ClassificationOut-of-Distribution Generalization	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