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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 2771–2780 of 14581 papers

Title	Date	Tasks	Status	Hype
Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery	May 5, 2020	ClassificationData Augmentation	—Unverified	0
One-step regression and classification with crosspoint resistive memory arrays	May 5, 2020	ClassificationGeneral Classification	—Unverified	0
Explainable AI for Classification using Probabilistic Logic Inference	May 5, 2020	ClassificationGeneral Classification	CodeCode Available	0
Modal features for image texture classification	May 5, 2020	ClassificationGeneral Classification	—Unverified	0
Multi-task pre-training of deep neural networks for digital pathology	May 5, 2020	General ClassificationMulti-Task Learning	CodeCode Available	1
Classification-Based Anomaly Detection for General Data	May 5, 2020	Anomaly DetectionClassification	CodeCode Available	1
Efficient strategies for hierarchical text classification: External knowledge and auxiliary tasks	May 5, 2020	ClassificationGeneral Classification	—Unverified	0
End-to-End Automatic Sleep Stage Classification Using Spectral-Temporal Sleep Features	May 4, 2020	Automatic Sleep Stage ClassificationClassification	—Unverified	0
Fabry-Perot Lasers as Enablers for Parallel Reservoir Computing	May 4, 2020	ClassificationGeneral Classification	—Unverified	0
CDC: Classification Driven Compression for Bandwidth Efficient Edge-Cloud Collaborative Deep Learning	May 4, 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