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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 3341–3350 of 14581 papers

Title	Date	Tasks	Status	Hype
Joint 2D-3D Breast Cancer Classification	Feb 27, 2020	Breast Cancer DetectionCancer Classification	—Unverified	0
A Free-Energy Principle for Representation Learning	Feb 27, 2020	ClassificationGeneral Classification	—Unverified	0
Using a thousand optimization tasks to learn hyperparameter search strategies	Feb 27, 2020	DiversityGeneral Classification	—Unverified	0
Comparison of Multi-Class and Binary Classification Machine Learning Models in Identifying Strong Gravitational Lenses	Feb 27, 2020	BIG-bench Machine LearningBinary Classification	—Unverified	0
Cognitively-Inspired Model for Incremental Learning Using a Few Examples	Feb 27, 2020	class-incremental learningClass Incremental Learning	CodeCode Available	0
Imbalance Learning for Variable Star Classification	Feb 27, 2020	BIG-bench Machine LearningClassification	CodeCode Available	0
The Data Representativeness Criterion: Predicting the Performance of Supervised Classification Based on Data Set Similarity	Feb 27, 2020	General Classification	CodeCode Available	0
Improving Learning Effectiveness For Object Detection and Classification in Cluttered Backgrounds	Feb 27, 2020	General ClassificationImage Segmentation	—Unverified	0
Triangle-Net: Towards Robustness in Point Cloud Learning	Feb 27, 2020	3D Classification3D Object Recognition	CodeCode Available	0
Complexity Measures and Features for Times Series classification	Feb 27, 2020	ClassificationDynamic Time Warping	—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