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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 3391–3400 of 14581 papers

Title	Date	Tasks	Status	Hype
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
One-Class Graph Neural Networks for Anomaly Detection in Attributed Networks	Feb 22, 2020	Anomaly DetectionGeneral Classification	CodeCode Available	1
Incorporating Effective Global Information via Adaptive Gate Attention for Text Classification	Feb 22, 2020	General ClassificationSentence	—Unverified	0
Non-Intrusive Detection of Adversarial Deep Learning Attacks via Observer Networks	Feb 22, 2020	ClassificationGeneral Classification	—Unverified	0
Adaptive Covariate Acquisition for Minimizing Total Cost of Classification	Feb 21, 2020	ClassificationGeneral Classification	CodeCode Available	0
Sparsity in Optimal Randomized Classification Trees	Feb 21, 2020	ClassificationGeneral Classification	—Unverified	0
Learning Optimal Classification Trees: Strong Max-Flow Formulations	Feb 21, 2020	Binary ClassificationClassification	—Unverified	0
Detection and Classification of Astronomical Targets with Deep Neural Networks in Wide Field Small Aperture Telescopes	Feb 21, 2020	General ClassificationTransfer Learning	—Unverified	0
A Multiclass Classification Approach to Label Ranking	Feb 21, 2020	ClassificationGeneral Classification	—Unverified	0
A survey on Semi-, Self- and Unsupervised Learning for Image Classification	Feb 20, 2020	General Classificationimage-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