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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 3021–3030 of 14581 papers

Title	Date	Tasks	Status	Hype
Exploring Optimal Deep Learning Models for Image-based Malware Variant Classification	Apr 10, 2020	ClassificationComputer Security	—Unverified	0
Fully Automatic Electrocardiogram Classification System based on Generative Adversarial Network with Auxiliary Classifier	Apr 10, 2020	Data AugmentationGeneral Classification	—Unverified	0
Would Mega-scale Datasets Further Enhance Spatiotemporal 3D CNNs?	Apr 10, 2020	General ClassificationOpen-Ended Question Answering	CodeCode Available	2
Convolutional Neural Networks for Real-Time Localization and Classification in Feedback Digital Microscopy	Apr 10, 2020	General Classification	—Unverified	0
Latent regularization for feature selection using kernel methods in tumor classification	Apr 10, 2020	ClassificationDimensionality Reduction	CodeCode Available	0
Adversarial Attacks on Machine Learning Cybersecurity Defences in Industrial Control Systems	Apr 10, 2020	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Training few-shot classification via the perspective of minibatch and pretraining	Apr 10, 2020	ClassificationGeneral Classification	—Unverified	0
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer	Apr 10, 2020	Dimensionality ReductionGeneral Classification	—Unverified	0
Object classification from randomized EEG trials	Apr 9, 2020	ClassificationEEG	—Unverified	0
HopGAT: Hop-aware Supervision Graph Attention Networks for Sparsely Labeled Graphs	Apr 9, 2020	General ClassificationGraph Attention	—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