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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 4011–4020 of 14581 papers

Title	Date	Tasks	Status	Hype
Improving Universal Sound Separation Using Sound Classification	Nov 18, 2019	Audio Source SeparationClassification	—Unverified	0
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations	Nov 18, 2019	ClassificationGeneral Classification	CodeCode Available	0
Learning Permutation Invariant Representations using Memory Networks	Nov 18, 2019	3D Object DetectionClassification	CodeCode Available	0
Improving Document Classification with Multi-Sense Embeddings	Nov 18, 2019	ClassificationClustering	CodeCode Available	1
Commit2Vec: Learning Distributed Representations of Code Changes	Nov 18, 2019	General Classificationimage-classification	—Unverified	0
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features	Nov 18, 2019	ClusteringData Augmentation	CodeCode Available	0
Radar Emitter Classification with Attribute-specific Recurrent Neural Networks	Nov 18, 2019	AttributeClassification	—Unverified	0
Drug Repurposing for Cancer: An NLP Approach to Identify Low-Cost Therapies	Nov 18, 2019	Entity Extraction using GANGeneral Classification	—Unverified	0
Skin Lesion Classification Using Deep Neural Network	Nov 18, 2019	ClassificationGeneral Classification	—Unverified	0
Benchmarking time series classification -- Functional data vs machine learning approaches	Nov 18, 2019	Additive modelsBenchmarking	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