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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 4661–4670 of 14581 papers

Title	Date	Tasks	Status	Hype
Out-of-Domain Detection for Low-Resource Text Classification Tasks	Aug 31, 2019	BIG-bench Machine LearningClassification	CodeCode Available	0
Learning with Noisy Labels for Sentence-level Sentiment Classification	Aug 31, 2019	ClassificationGeneral Classification	—Unverified	0
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach	Aug 31, 2019	ArticlesBenchmarking	CodeCode Available	2
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER	Aug 31, 2019	General Classificationnamed-entity-recognition	—Unverified	0
Detecting floodwater on roadways from image data with handcrafted features and deep transfer learning	Aug 31, 2019	General Classificationimage-classification	CodeCode Available	0
Credit Card Fraud Detection Using Autoencoder Neural Network	Aug 30, 2019	DenoisingFraud Detection	CodeCode Available	0
Graph Convolutional Networks for Road Networks	Aug 30, 2019	AttributeBIG-bench Machine Learning	CodeCode Available	1
Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification	Aug 30, 2019	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	0
On Laughter and Speech-Laugh, Based on Observations of Child-Robot Interaction	Aug 30, 2019	Descriptivefeature selection	—Unverified	0
Sequential Learning of Convolutional Features for Effective Text Classification	Aug 30, 2019	ClassificationGeneral Classification	—Unverified	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	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