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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 321–330 of 14581 papers

Title	Date	Tasks	Status	Hype
Low-dimensional Denoising Embedding Transformer for ECG Classification	Mar 31, 2021	ClassificationDenoising	—Unverified	0
SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification	Mar 31, 2021	Acoustic Scene ClassificationData Augmentation	—Unverified	0
An effective and friendly tool for seed image analysis	Mar 31, 2021	General Classification	—Unverified	0
Active Learning for Deep Object Detection via Probabilistic Modeling	Mar 30, 2021	Active LearningClassification	CodeCode Available	1
DAP: Detection-Aware Pre-training with Weak Supervision	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	0
Environmental sound analysis with mixup based multitask learning and cross-task fusion	Mar 30, 2021	Acoustic Scene ClassificationClassification	—Unverified	0
SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	1
Text Classification Using Hybrid Machine Learning Algorithms on Big Data	Mar 30, 2021	BIG-bench Machine LearningClassification	—Unverified	0
Parameterized Hypercomplex Graph Neural Networks for Graph Classification	Mar 30, 2021	ClassificationGeneral Classification	CodeCode Available	1
Leveraging a Joint of Phenotypic and Genetic Features on Cancer Patient Subgrouping	Mar 30, 2021	ClassificationClustering	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