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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 3881–3890 of 14581 papers

Title	Date	Tasks	Status	Hype
A Comparative Study of Pretrained Language Models on Thai Social Text Categorization	Dec 3, 2019	General ClassificationLanguage Modeling	—Unverified	0
A Deep Convolutional Network for Seismic Shot-Gather Image Quality Classification	Dec 3, 2019	General ClassificationGeophysics	—Unverified	0
High-parallelism Inception-like Spiking Neural Networks for Unsupervised Feature Learning	Dec 2, 2019	General ClassificationImage Classification	CodeCode Available	1
Audiovisual Transformer Architectures for Large-Scale Classification and Synchronization of Weakly Labeled Audio Events	Dec 2, 2019	General ClassificationMachine Translation	—Unverified	0
Sparse Graph Attention Networks	Dec 2, 2019	ClassificationGeneral Classification	CodeCode Available	0
On Classifying Sepsis Heterogeneity in the ICU: Insight Using Machine Learning	Dec 2, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	0
Multi-Scale Self-Attention for Text Classification	Dec 2, 2019	ClassificationGeneral Classification	—Unverified	0
CNNs, LSTMs, and Attention Networks for Pathology Detection in Medical Data	Dec 2, 2019	ClassificationGeneral Classification	—Unverified	0
AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning	Dec 2, 2019	General Classificationimage-classification	CodeCode Available	0
EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators	Dec 2, 2019	Dialogue Act ClassificationEmotional Dialogue Acts	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