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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 371–380 of 14581 papers

Title	Date	Tasks	Status	Hype
An Empirical Analysis of Image-Based Learning Techniques for Malware Classification	Mar 24, 2021	Deep LearningGeneral Classification	CodeCode Available	1
Industrial Machine Tool Component Surface Defect Dataset	Mar 24, 2021	BIG-bench Machine LearningClassification	CodeCode Available	1
AutoMix: Unveiling the Power of Mixup for Stronger Classifiers	Mar 24, 2021	ClassificationData Augmentation	CodeCode Available	1
Bag of Tricks for Node Classification with Graph Neural Networks	Mar 24, 2021	ClassificationGeneral Classification	CodeCode Available	1
W2WNet: a two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality	Mar 24, 2021	Bayesian InferenceClassification	—Unverified	0
Detecting cognitive decline using speech only: The ADReSSo Challenge	Mar 23, 2021	General ClassificationPrediction	—Unverified	0
Automatic Cough Classification for Tuberculosis Screening in a Real-World Environment	Mar 23, 2021	Cough Classificationfeature selection	—Unverified	0
Binary disease prediction using tail quantiles of the distribution of continuous biomarkers	Mar 23, 2021	Binary ClassificationClassification	—Unverified	0
Enhanced Gradient for Differentiable Architecture Search	Mar 23, 2021	ClassificationGeneral Classification	—Unverified	0
Replacing Rewards with Examples: Example-Based Policy Search via Recursive Classification	Mar 23, 2021	General ClassificationReinforcement Learning (RL)	CodeCode Available	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