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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 711–720 of 14581 papers

Title	Date	Tasks	Status	Hype
Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features	Jan 31, 2021	Fine-Grained Image ClassificationGeneral Classification	CodeCode Available	1
Mixup Regularized Adversarial Networks for Multi-Domain Text Classification	Jan 31, 2021	ClassificationGeneral Classification	—Unverified	0
A Novel Use of Discrete Wavelet Transform Features in the Prediction of Epileptic Seizures from EEG Data	Jan 31, 2021	EEGElectroencephalogram (EEG)	CodeCode Available	0
Exponential Savings in Agnostic Active Learning through Abstention	Jan 31, 2021	Active LearningClassification	—Unverified	0
A Simple yet Brisk and Efficient Active Learning Platform for Text Classification	Jan 31, 2021	Active LearningBIG-bench Machine Learning	CodeCode Available	0
Ultrasound Image Classification using ACGAN with Small Training Dataset	Jan 31, 2021	ClassificationData Augmentation	CodeCode Available	0
MultiRocket: Multiple pooling operators and transformations for fast and effective time series classification	Jan 31, 2021	DiversityGeneral Classification	CodeCode Available	1
Meta ordinal weighting net for improving lung nodule classification	Jan 31, 2021	ClassificationGeneral Classification	—Unverified	0
Classification Models for Partially Ordered Sequences	Jan 31, 2021	ClassificationGeneral Classification	—Unverified	0
Classification of Shoulder X-Ray Images with Deep Learning Ensemble Models	Jan 31, 2021	Deep LearningEnsemble 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