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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 3151–3160 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Multi-scale Processing of Noisy Images using Edge Preservation Losses	Mar 26, 2018	DenoisingEdge Detection	CodeCode Available	0	5
Abstractive Text Classification Using Sequence-to-convolution Neural Networks	May 20, 2018	ClassificationData Augmentation	CodeCode Available	0	5
Modeling Rich Contexts for Sentiment Classification with LSTM	May 5, 2016	ClassificationGeneral Classification	CodeCode Available	0	5
Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification	Jun 11, 2019	Aspect-Based Sentiment Analysis (ABSA)Classification	CodeCode Available	0	5
Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets	Mar 28, 2019	Combinatorial OptimizationData Augmentation	CodeCode Available	0	5
Deep Learning for Identifying Metastatic Breast Cancer	Jun 18, 2016	Deep LearningGeneral Classification	CodeCode Available	0	5
Classifier uncertainty: evidence, potential impact, and probabilistic treatment	Jun 19, 2020	General Classification	CodeCode Available	0	5
Deep Composer Classification Using Symbolic Representation	Oct 2, 2020	ClassificationGeneral Classification	CodeCode Available	0	5
DeepConsensus: using the consensus of features from multiple layers to attain robust image classification	Nov 18, 2018	General Classificationimage-classification	CodeCode Available	0	5
Deep brain state classification of MEG data	Jul 2, 2020	Brain DecodingClassification	CodeCode Available	0	5

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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