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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 3861–3870 of 14581 papers

Title	Date	Tasks	Status	Hype
3D CNN with Localized Residual Connections for Hyperspectral Image Classification	Dec 6, 2019	ClassificationGeneral Classification	CodeCode Available	0
Data Augmentation for Deep Learning-based Radio Modulation Classification	Dec 6, 2019	ClassificationData Augmentation	—Unverified	0
Fine-Grained Emotion Classification of Chinese Microblogs Based on Graph Convolution Networks	Dec 5, 2019	Dependency ParsingEmotion Classification	CodeCode Available	0
Diagnostic Image Quality Assessment and Classification in Medical Imaging: Opportunities and Challenges	Dec 5, 2019	DiagnosticGeneral Classification	—Unverified	0
Transfer Learning from an Auxiliary Discriminative Task for Unsupervised Anomaly Detection	Dec 5, 2019	Anomaly DetectionFeature Engineering	—Unverified	0
An Automated Deep Learning Approach for Bacterial Image Classification	Dec 4, 2019	ClassificationDeep Learning	—Unverified	0
Towards Robust Image Classification Using Sequential Attention Models	Dec 4, 2019	Adversarial RobustnessClassification	—Unverified	0
Handwriting-Based Gender Classification Using End-to-End Deep Neural Networks	Dec 4, 2019	BIG-bench Machine LearningClassification	—Unverified	0
Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving	Dec 4, 2019	Autonomous DrivingData Augmentation	—Unverified	0
Multiple Anchor Learning for Visual Object Detection	Dec 4, 2019	General ClassificationMultiple Instance Learning	CodeCode Available	1

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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