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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 1821–1830 of 14581 papers

Title	Date	Tasks	Status	Hype
Attacking Few-Shot Classifiers with Adversarial Support Sets	Jan 1, 2021	Few-Shot LearningGeneral Classification	—Unverified	0
Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray	Dec 31, 2020	General Classification	—Unverified	0
Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification	Dec 31, 2020	ClassificationDimensionality Reduction	CodeCode Available	0
3D Human motion anticipation and classification	Dec 31, 2020	Action RecognitionActivity Recognition	—Unverified	0
Enhancing Pre-trained Language Model with Lexical Simplification	Dec 30, 2020	DiversityGeneral Classification	—Unverified	0
Similarity Classification of Public Transit Stations	Dec 30, 2020	ClassificationGeneral Classification	CodeCode Available	0
Optimal trees selection for classification via out-of-bag assessment and sub-bagging	Dec 30, 2020	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Unsupervised Label-aware Event Trigger and Argument Classification	Dec 30, 2020	ClassificationEvent Extraction	—Unverified	0
Bridging Cost-sensitive and Neyman-Pearson Paradigms for Asymmetric Binary Classification	Dec 29, 2020	Binary ClassificationGeneral Classification	CodeCode Available	0
MGML: Multi-Granularity Multi-Level Feature Ensemble Network for Remote Sensing Scene Classification	Dec 29, 2020	ClassificationEnsemble Learning	—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