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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 1511–1520 of 14581 papers

Title	Date	Tasks	Status	Hype
Exploiting Context for Robustness to Label Noise in Active Learning	Oct 18, 2020	Active LearningDocument Classification	—Unverified	0
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection	Oct 17, 2020	Binary ClassificationClassification	CodeCode Available	1
Extracting Signals of Higgs Boson From Background Noise Using Deep Neural Networks	Oct 16, 2020	DiversityGeneral Classification	—Unverified	0
Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization	Oct 16, 2020	3D Shape Reconstruction3D Shape Representation	—Unverified	0
Multi-task Learning of Negation and Speculation for Targeted Sentiment Classification	Oct 16, 2020	General ClassificationLanguage Modelling	CodeCode Available	0
Estimating Sleep & Work Hours from Alternative Data by Segmented Functional Classification Analysis (SFCA)	Oct 16, 2020	General Classification	—Unverified	0
ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease	Oct 16, 2020	feature selectionGeneral Classification	—Unverified	0
A Comparative Study on Efficiencies of Variants of Convolutional Neural Networks based on Image Classification Task	Oct 15, 2020	ClassificationGeneral Classification	CodeCode Available	0
TopicBERT for Energy Efficient Document Classification	Oct 15, 2020	ClassificationDocument Classification	CodeCode Available	1
CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets -- RoBERTa Ensembles and The Continued Relevance of Handcrafted Features	Oct 15, 2020	ClassificationGeneral Classification	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