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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 1771–1780 of 14581 papers

Title	Date	Tasks	Status	Hype
Semi-supervised dictionary learning with graph regularization and active points	Sep 13, 2020	Dictionary LearningGeneral Classification	CodeCode Available	0
Contrastive Self-supervised Learning for Graph Classification	Sep 13, 2020	ClassificationData Augmentation	—Unverified	0
Transfer learning with class-weighted and focal loss function for automatic skin cancer classification	Sep 13, 2020	Cancer ClassificationDeep Learning	—Unverified	0
Deep Detection for Face Manipulation	Sep 13, 2020	Binary ClassificationDeep Learning	—Unverified	0
PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field	Sep 13, 2020	ClassificationData Augmentation	—Unverified	0
Certified Robustness of Graph Classification against Topology Attack with Randomized Smoothing	Sep 12, 2020	ClassificationGeneral Classification	—Unverified	0
Improving Indonesian Text Classification Using Multilingual Language Model	Sep 12, 2020	ClassificationGeneral Classification	CodeCode Available	1
Multiclass Model for Agriculture development using Multivariate Statistical method	Sep 12, 2020	Binary ClassificationClassification	—Unverified	0
RF-Based Low-SNR Classification of UAVs Using Convolutional Neural Networks	Sep 11, 2020	Drone ControllerGeneral Classification	—Unverified	0
Deep Hiearchical Multi-Label Classification Applied to Chest X-Ray Abnormality Taxonomies	Sep 11, 2020	DiagnosticGeneral 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