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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 3671–3680 of 14581 papers

Title	Date	Tasks	Status	Hype
μVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection	Jan 8, 2020	Binary ClassificationGeneral Classification	—Unverified	0
Multimodal Semantic Transfer from Text to Image. Fine-Grained Image Classification by Distributional Semantics	Jan 7, 2020	Fine-Grained Image ClassificationGeneral Classification	—Unverified	0
Text Complexity Classification Based on Linguistic Information: Application to Intelligent Tutoring of ESL	Jan 7, 2020	General Classification	—Unverified	0
Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction	Jan 7, 2020	Aspect-oriented Opinion ExtractionGeneral Classification	CodeCode Available	1
IMLI: An Incremental Framework for MaxSAT-Based Learning of Interpretable Classification Rules	Jan 7, 2020	General ClassificationMedical Diagnosis	—Unverified	0
Classification of human activity recognition using smartphones	Jan 6, 2020	Activity RecognitionClassification	—Unverified	0
Granular Learning with Deep Generative Models using Highly Contaminated Data	Jan 6, 2020	Anomaly DetectionGeneral Classification	—Unverified	0
Macromolecule Classification Based on the Amino-acid Sequence	Jan 6, 2020	ClassificationDeep Learning	—Unverified	0
Accumulated Polar Feature-based Deep Learning for Efficient and Lightweight Automatic Modulation Classification with Channel Compensation Mechanism	Jan 6, 2020	General Classification	CodeCode Available	1
Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images	Jan 6, 2020	General Classification	CodeCode Available	1

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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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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