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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 441–450 of 14581 papers

Title	Date	Tasks	Status	Hype
Explainable Multivariate Time Series Classification: A Deep Neural Network Which Learns To Attend To Important Variables As Well As Informative Time Intervals	Nov 23, 2020	Explainable ModelsGeneral Classification	CodeCode Available	1
Explaining Predictions of Non-Linear Classifiers in NLP	Jun 23, 2016	General Classificationimage-classification	CodeCode Available	1
Accumulated Polar Feature-based Deep Learning for Efficient and Lightweight Automatic Modulation Classification with Channel Compensation Mechanism	Jan 6, 2020	General Classification	CodeCode Available	1
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference	Jan 21, 2020	Few-Shot Text ClassificationGeneral Classification	CodeCode Available	1
Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network	Feb 22, 2020	Aspect-Based Sentiment Analysis (ABSA)Classification	CodeCode Available	1
Exploiting Unsupervised Data for Emotion Recognition in Conversations	Oct 2, 2020	Emotion Recognition in ConversationGeneral Classification	CodeCode Available	1
Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information	Sep 3, 2020	AttributeFairness	CodeCode Available	1
Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment	Oct 26, 2016	Decision MakingFairness	CodeCode Available	1
Fairness Measures for Regression via Probabilistic Classification	Jan 16, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs	Jan 13, 2020	General ClassificationRobust classification	CodeCode Available	1

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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