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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 1751–1760 of 14581 papers

Title	Date	Tasks	Status	Hype
Active Learning with Rationales for Text Classification	May 1, 2015	Active LearningClassification	—Unverified	0
A Simplified 2D-3D CNN Architecture for Hyperspectral Image Classification Based on Spatial–Spectral Fusion	Jun 5, 2020	General ClassificationHyperspectral Image Classification	—Unverified	0
A Simplified Approach to Deep Learning for Image Segmentation	Aug 31, 2018	Deep LearningGeneral Classification	—Unverified	0
A Single Attention-Based Combination of CNN and RNN for Relation Classification	Feb 6, 2019	General ClassificationRelation	—Unverified	0
A single channel sleep-spindle detector based on multivariate classification of EEG epochs: MUSSDET.	Mar 1, 2018	EEGElectroencephalogram (EEG)	—Unverified	0
A Single-MOSFET MAC for Confidence and Resolution (CORE) Driven Machine Learning Classification	Oct 21, 2019	BIG-bench Machine LearningGeneral Classification	—Unverified	0
A Hyperbolic-to-Hyperbolic Graph Convolutional Network	Apr 14, 2021	General ClassificationGraph Classification	—Unverified	0
Ask-n-Learn: Active Learning via Reliable Gradient Representations for Image Classification	Sep 30, 2020	Active LearningData Augmentation	—Unverified	0
AI4AI: Quantitative Methods for Classifying Host Species from Avian Influenza DNA Sequence	Feb 26, 2018	ClassificationDeep Learning	—Unverified	0
Action-Affect Classification and Morphing using Multi-Task Representation Learning	Mar 21, 2016	ClassificationGeneral Classification	—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