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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 1631–1640 of 14581 papers

Title	Date	Tasks	Status	Hype
Smart-Inspect: Micro Scale Localization and Classification of Smartphone Glass Defects for Industrial Automation	Oct 2, 2020	16kGeneral Classification	—Unverified	0
Explainable Online Validation of Machine Learning Models for Practical Applications	Oct 2, 2020	BIG-bench Machine LearningGeneral Classification	—Unverified	0
An Evaluation of Classification Methods for 3D Printing Time-Series Data	Oct 2, 2020	BIG-bench Machine LearningDynamic Time Warping	—Unverified	0
Deep Composer Classification Using Symbolic Representation	Oct 2, 2020	ClassificationGeneral Classification	CodeCode Available	0
A new dataset of dog breed images and a benchmark for fine-grained classification	Oct 1, 2020	BenchmarkingClassification	—Unverified	0
Assessing Robustness of Text Classification through Maximal Safe Radius Computation	Oct 1, 2020	ClassificationGeneral Classification	CodeCode Available	0
StreamSoNG: A Soft Streaming Classification Approach	Oct 1, 2020	ClassificationClustering	—Unverified	0
Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers	Oct 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Using Unlabeled Data for Increasing Low-Shot Classification Accuracy of Relevant and Open-Set Irrelevant Images	Oct 1, 2020	General Classificationimage-classification	—Unverified	0
Agnostic Learning of Halfspaces with Gradient Descent via Soft Margins	Oct 1, 2020	General 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