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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 1061–1070 of 14581 papers

Title	Date	Tasks	Status	Hype
Weakly Supervised Arrhythmia Detection Based on Deep Convolutional Neural Network	Dec 10, 2020	Arrhythmia DetectionECG Classification	—Unverified	0
GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification	Dec 10, 2020	ClusteringGeneral Classification	—Unverified	0
SE-ECGNet: A Multi-scale Deep Residual Network with Squeeze-and-Excitation Module for ECG Signal Classification	Dec 10, 2020	ClassificationGeneral Classification	CodeCode Available	1
Investigating Bias in Image Classification using Model Explanations	Dec 10, 2020	Bias DetectionClassification	—Unverified	0
MOCCA: Multi-Layer One-Class ClassificAtion for Anomaly Detection	Dec 9, 2020	Anomaly DetectionClassification	CodeCode Available	1
Automating Document Classification with Distant Supervision to Increase the Efficiency of Systematic Reviews	Dec 9, 2020	ArticlesDocument Classification	—Unverified	0
Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation	Dec 9, 2020	General ClassificationOut-of-Distribution Detection	CodeCode Available	1
Cost-Based Budget Active Learning for Deep Learning	Dec 9, 2020	Active LearningDeep Learning	—Unverified	0
Label Confusion Learning to Enhance Text Classification Models	Dec 9, 2020	ClassificationGeneral Classification	CodeCode Available	1
Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fails at Reliable OOD Detection	Dec 9, 2020	General ClassificationOut of Distribution (OOD) Detection	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