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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 3031–3040 of 14581 papers

Title	Date	Tasks	Status	Hype
Multiclass Classification via Class-Weighted Nearest Neighbors	Apr 9, 2020	ClassificationGeneral Classification	CodeCode Available	0
Decoupled Gradient Harmonized Detector for Partial Annotation: Application to Signet Ring Cell Detection	Apr 9, 2020	Cell DetectionGeneral Classification	—Unverified	0
X3D: Expanding Architectures for Efficient Video Recognition	Apr 9, 2020	Action Classificationfeature selection	CodeCode Available	2
Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification	Apr 9, 2020	ClassificationGeneral Classification	—Unverified	0
k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples)	Apr 9, 2020	ClassificationGeneral Classification	CodeCode Available	1
Comparison of Evolving Granular Classifiers applied to Anomaly Detection for Predictive Maintenance in Computing Centers	Apr 8, 2020	Anomaly ClassificationAnomaly Detection	—Unverified	0
Deep Learning and Open Set Malware Classification: A Survey	Apr 8, 2020	BIG-bench Machine LearningClassification	—Unverified	0
Pruning and Sparsemax Methods for Hierarchical Attention Networks	Apr 8, 2020	Document ClassificationGeneral Classification	CodeCode Available	0
Saliency-based Weighted Multi-label Linear Discriminant Analysis	Apr 8, 2020	ClassificationGeneral Classification	—Unverified	0
File Classification Based on Spiking Neural Networks	Apr 8, 2020	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	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