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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 191–200 of 14581 papers

Title	Date	Tasks	Status	Hype
SISE-PC: Semi-supervised Image Subsampling for Explainable Pathology	Feb 23, 2021	Active LearningGeneral Classification	CodeCode Available	1
Clustering Aware Classification for Risk Prediction and Subtyping in Clinical Data	Feb 23, 2021	ClassificationClustering	CodeCode Available	1
V2W-BERT: A Framework for Effective Hierarchical Multiclass Classification of Software Vulnerabilities	Feb 23, 2021	General ClassificationLink Prediction	CodeCode Available	1
FINE Samples for Learning with Noisy Labels	Feb 23, 2021	General ClassificationImage Classification	CodeCode Available	1
On Feature Collapse and Deep Kernel Learning for Single Forward Pass Uncertainty	Feb 22, 2021	Gaussian ProcessesGeneral Classification	CodeCode Available	1
MetaDelta: A Meta-Learning System for Few-shot Image Classification	Feb 22, 2021	ClassificationDecoder	CodeCode Available	1
Conditional Positional Encodings for Vision Transformers	Feb 22, 2021	AutoMLClassification	CodeCode Available	1
Hard-Attention for Scalable Image Classification	Feb 20, 2021	ClassificationDeep Attention	CodeCode Available	1
PySensors: A Python Package for Sparse Sensor Placement	Feb 20, 2021	ClassificationGeneral Classification	CodeCode Available	1
A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification	Feb 19, 2021	General ClassificationNode 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