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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 481–490 of 14581 papers

Title	Date	Tasks	Status	Hype
Distribution-free uncertainty quantification for classification under label shift	Mar 4, 2021	ClassificationConformal Prediction	—Unverified	0
Learning Accurate and Interpretable Decision Rule Sets from Neural Networks	Mar 4, 2021	General Classification	CodeCode Available	1
On the privacy-utility trade-off in differentially private hierarchical text classification	Mar 4, 2021	General ClassificationInference Attack	CodeCode Available	0
Contrast Adaptive Tissue Classification by Alternating Segmentation and Synthesis	Mar 4, 2021	ClassificationGeneral Classification	—Unverified	0
Calibrated simplex-mapping classification	Mar 4, 2021	ClassificationGeneral Classification	CodeCode Available	0
Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning	Mar 4, 2021	Domain AdaptationGeneral Classification	—Unverified	0
Barlow Twins: Self-Supervised Learning via Redundancy Reduction	Mar 4, 2021	General ClassificationImage Classification	CodeCode Available	1
Prostate Tissue Grading with Deep Quantum Measurement Ordinal Regression	Mar 4, 2021	Binary ClassificationClassification	—Unverified	0
Feature Boosting, Suppression, and Diversification for Fine-Grained Visual Classification	Mar 4, 2021	ClassificationFine-Grained Image Classification	CodeCode Available	1
Learning Granularity-Aware Convolutional Neural Network for Fine-Grained Visual Classification	Mar 4, 2021	Fine-Grained Image 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