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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 1461–1470 of 14581 papers

Title	Date	Tasks	Status	Hype
AutoSpeech 2020: The Second Automated Machine Learning Challenge for Speech Classification	Oct 25, 2020	AutoMLBIG-bench Machine Learning	—Unverified	0
Empowering Knowledge Distillation via Open Set Recognition for Robust 3D Point Cloud Classification	Oct 25, 2020	3D Point Cloud ClassificationGeneral Classification	—Unverified	0
Tissue characterization based on the analysis on i3DUS data for diagnosis support in neurosurgery	Oct 24, 2020	General Classification	—Unverified	0
Discriminative feature generation for classification of imbalanced data	Oct 24, 2020	ClassificationData Augmentation	CodeCode Available	0
Classification of Spot-welded Joints in Laser Thermography Data using Convolutional Neural Networks	Oct 24, 2020	General Classification	—Unverified	0
Large Scale Legal Text Classification Using Transformer Models	Oct 24, 2020	ClassificationGeneral Classification	—Unverified	0
Classifying Eye-Tracking Data Using Saliency Maps	Oct 24, 2020	General Classification	CodeCode Available	0
Beyond VQA: Generating Multi-word Answer and Rationale to Visual Questions	Oct 24, 2020	General ClassificationMultiple-choice	—Unverified	0
X-Class: Text Classification with Extremely Weak Supervision	Oct 24, 2020	ClassificationClustering	CodeCode Available	1
Improving Classification through Weak Supervision in Context-specific Conversational Agent Development for Teacher Education	Oct 23, 2020	Active LearningGeneral 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