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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 3771–3780 of 14581 papers

Title	Date	Tasks	Status	Hype
Invariant Attribute Profiles: A Spatial-Frequency Joint Feature Extractor for Hyperspectral Image Classification	Dec 18, 2019	AttributeGeneral Classification	—Unverified	0
Feature engineering workflow for activity recognition from synchronized inertial measurement units	Dec 18, 2019	Activity RecognitionBIG-bench Machine Learning	CodeCode Available	0
Comparison of Classification Methods for Very High-Dimensional Data in Sparse Random Projection Representation	Dec 18, 2019	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Semantic Regularization: Improve Few-shot Image Classification by Reducing Meta Shift	Dec 18, 2019	DecoderFew-Shot Image Classification	—Unverified	0
Integration of Convolutional Neural Networks for Pulmonary Nodule Malignancy Assessment in a Lung Cancer Classification Pipeline	Dec 18, 2019	Cancer ClassificationGeneral Classification	—Unverified	0
Bayesian Topological Learning for Brain State Classification	Dec 18, 2019	ClassificationEEG	—Unverified	0
A Web Page Classifier Library Based on Random Image Content Analysis Using Deep Learning	Dec 18, 2019	General Classificationimage-classification	—Unverified	0
Radar Classification of Contiguous Activities of Daily Living	Dec 17, 2019	ClassificationGeneral Classification	—Unverified	0
Kernel-Based Ensemble Learning in Python	Dec 17, 2019	Ensemble LearningGeneral Classification	CodeCode Available	0
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification	Dec 17, 2019	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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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