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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 771–780 of 14581 papers

Title	Date	Tasks	Status	Hype
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification	Oct 5, 2020	ClassificationEntity Typing	CodeCode Available	1
Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering	Jun 23, 2020	ClassificationClustering	CodeCode Available	1
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems	Mar 29, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
Inherent Weight Normalization in Stochastic Neural Networks	Oct 27, 2019	General Classification	CodeCode Available	1
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification	Aug 17, 2019	Cancer ClassificationClassification	CodeCode Available	1
Intent Classification and Slot Filling for Privacy Policies	Jan 1, 2021	General Classificationintent-classification	CodeCode Available	1
Interpretable and Accurate Fine-grained Recognition via Region Grouping	May 21, 2020	Fine-Grained Visual RecognitionGeneral Classification	CodeCode Available	1
Interpretation of 3D CNNs for Brain MRI Data Classification	Jun 20, 2020	ClassificationGeneral Classification	CodeCode Available	1
Interpretable Time Series Classification using Linear Models and Multi-resolution Multi-domain Symbolic Representations	May 31, 2020	ClassificationGeneral Classification	CodeCode Available	1
Anomaly Detection in Time Series with Triadic Motif Fields and Application in Atrial Fibrillation ECG Classification	Dec 9, 2020	Anomaly DetectionAtrial Fibrillation 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