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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 3561–3570 of 14581 papers

Title	Date	Tasks	Status	Hype
Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks	Jan 30, 2020	Entity Extraction using GANGeneral Classification	CodeCode Available	1
Early-detection and classification of live bacteria using time-lapse coherent imaging and deep learning	Jan 29, 2020	Cultural Vocal Bursts Intensity PredictionGeneral Classification	—Unverified	0
stream-learn -- open-source Python library for difficult data stream batch analysis	Jan 29, 2020	Binary ClassificationClassification	CodeCode Available	1
Binary Classification from Positive Data with Skewed Confidence	Jan 29, 2020	Binary ClassificationClassification	—Unverified	0
Developing a gender classification approach in human face images using modified local binary patterns and tani-moto based nearest neighbor algorithm	Jan 29, 2020	CPUGender Classification	—Unverified	0
Evaluating the Progress of Deep Learning for Visual Relational Concepts	Jan 29, 2020	ClassificationDeep Learning	—Unverified	0
Margin Maximization as Lossless Maximal Compression	Jan 28, 2020	General Classification	CodeCode Available	0
MSE-Optimal Neural Network Initialization via Layer Fusion	Jan 28, 2020	General ClassificationKnowledge Distillation	CodeCode Available	0
OPFython: A Python-Inspired Optimum-Path Forest Classifier	Jan 28, 2020	DiversityGeneral Classification	CodeCode Available	1
WISDoM: characterizing neurological timeseries with the Wishart distribution	Jan 28, 2020	EEGElectroencephalogram (EEG)	—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