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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 2011–2020 of 14581 papers

Title	Date	Tasks	Status	Hype
A Cross-Topic Method for Supervised Relevance Classification	Nov 1, 2019	ClassificationGeneral Classification	—Unverified	0
Audiovisual Transformer Architectures for Large-Scale Classification and Synchronization of Weakly Labeled Audio Events	Dec 2, 2019	General ClassificationMachine Translation	—Unverified	0
Auditing: Active Learning with Outcome-Dependent Query Costs	Jun 10, 2013	Active LearningBinary Classification	—Unverified	0
Auditing and Achieving Intersectional Fairness in Classification Problems	Nov 4, 2019	AttributeBIG-bench Machine Learning	—Unverified	0
A Boundary Tilting Persepective on the Phenomenon of Adversarial Examples	Aug 27, 2016	General Classification	—Unverified	0
AugLabel: Exploiting Word Representations to Augment Labels for Face Attribute Classification	Jul 15, 2019	AttributeGeneral Classification	—Unverified	0
A Classification-Based Perspective on GAN Distributions	Jan 1, 2018	ClassificationDiversity	—Unverified	0
Autonomous Human Activity Classification from Ego-vision Camera and Accelerometer Data	May 28, 2019	General ClassificationMultimodal Activity Recognition	—Unverified	0
2D Convolutional Neural Networks for 3D Digital Breast Tomosynthesis Classification	Feb 27, 2020	Breast Cancer DetectionClassification	—Unverified	0
Automatic Prediction of Evidence-based Recommendations via Sentence-level Polarity Classification	Oct 1, 2013	General ClassificationSentence	—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