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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 1661–1670 of 14581 papers

Title	Date	Tasks	Status	Hype
Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations	Sep 29, 2020	ClassificationGeneral Classification	—Unverified	0
Learn like a Pathologist: Curriculum Learning by Annotator Agreement for Histopathology Image Classification	Sep 29, 2020	General Classificationimage-classification	—Unverified	0
A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification	Sep 29, 2020	General Classificationimage-classification	—Unverified	0
NatCat: Weakly Supervised Text Classification with Naturally Annotated Resources	Sep 29, 2020	ClassificationGeneral Classification	CodeCode Available	1
One-Shot learning based classification for segregation of plastic waste	Sep 29, 2020	General ClassificationOne-Shot Learning	—Unverified	0
Weakly Supervised-Based Oversampling for High Imbalance and High Dimensionality Data Classification	Sep 29, 2020	ClassificationGeneral Classification	—Unverified	0
Orthrus: A Bimodal Learning Architecture for Malware Classification	Sep 28, 2020	ClassificationDeep Learning	CodeCode Available	0
Recursive CSI Quantization of Time-Correlated MIMO Channels by Deep Learning Classification	Sep 28, 2020	General ClassificationQuantization	CodeCode Available	0
A Ranking-based, Balanced Loss Function Unifying Classification and Localisation in Object Detection	Sep 28, 2020	ClassificationGeneral Classification	CodeCode Available	1
A priori estimates for classification problems using neural networks	Sep 28, 2020	ClassificationGeneral 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	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