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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 4541–4550 of 14581 papers

Title	Date	Tasks	Status	Hype
Evaluating and Boosting Uncertainty Quantification in Classification	Sep 13, 2019	ClassificationDecision Making	—Unverified	0
Hierarchical Scene Coordinate Classification and Regression for Visual Localization	Sep 13, 2019	ClassificationData Augmentation	—Unverified	0
A Note on Posterior Probability Estimation for Classifiers	Sep 12, 2019	Binary ClassificationClassification	—Unverified	0
Neural Population Coding for Effective Temporal Classification	Sep 12, 2019	ClassificationGeneral Classification	—Unverified	0
On the Hardness of Robust Classification	Sep 12, 2019	ClassificationGeneral Classification	—Unverified	0
A Robust Hybrid Approach for Textual Document Classification	Sep 12, 2019	BIG-bench Machine LearningClassification	CodeCode Available	0
A tale of two toolkits, report the first: benchmarking time series classification algorithms for correctness and efficiency	Sep 12, 2019	BenchmarkingGeneral Classification	—Unverified	0
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification	Sep 12, 2019	BIG-bench Machine LearningBinary text classification	CodeCode Available	0
An Empirical Investigation of Randomized Defenses against Adversarial Attacks	Sep 12, 2019	Adversarial AttackGeneral Classification	CodeCode Available	0
Effective training of deep convolutional neural networks for hyperspectral image classification through artificial labeling	Sep 12, 2019	General ClassificationHyperspectral Image 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