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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 3301–3310 of 14581 papers

Title	Date	Tasks	Status	Hype
Multiclass classification by sparse multinomial logistic regression	Mar 4, 2020	Classificationfeature selection	—Unverified	0
The iCub multisensor datasets for robot and computer vision applications	Mar 4, 2020	Action RecognitionGeneral Classification	—Unverified	0
Denoised Smoothing: A Provable Defense for Pretrained Classifiers	Mar 4, 2020	General Classificationimage-classification	CodeCode Available	1
Contrastive estimation reveals topic posterior information to linear models	Mar 4, 2020	ClassificationContrastive Learning	—Unverified	0
Unsupervised Adversarial Domain Adaptation for Implicit Discourse Relation Classification	Mar 4, 2020	ClassificationDomain Adaptation	—Unverified	0
SeMemNN: A Semantic Matrix-Based Memory Neural Network for Text Classification	Mar 4, 2020	ArticlesGeneral Classification	CodeCode Available	0
DeepMAL -- Deep Learning Models for Malware Traffic Detection and Classification	Mar 3, 2020	ClassificationDeep Learning	—Unverified	0
Few-Shot Relation Learning with Attention for EEG-based Motor Imagery Classification	Mar 3, 2020	Autonomous DrivingClassification	—Unverified	0
Robust data encodings for quantum classifiers	Mar 3, 2020	BIG-bench Machine LearningGeneral Classification	—Unverified	0
On the rate of convergence of image classifiers based on convolutional neural networks	Mar 3, 2020	General Classificationimage-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