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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 3231–3240 of 14581 papers

Title	Date	Tasks	Status	Hype
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location	Mar 16, 2020	General Classificationimage-classification	CodeCode Available	1
StarNet: towards Weakly Supervised Few-Shot Object Detection	Mar 15, 2020	ClassificationFew-Shot Learning	CodeCode Available	0
Leveraging Foreign Language Labeled Data for Aspect-Based Opinion Mining	Mar 15, 2020	General ClassificationOpinion Mining	—Unverified	0
Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solitary Pulmonary Nodules' malignancy rating	Mar 15, 2020	ClassificationData Augmentation	—Unverified	0
Channel Pruning Guided by Classification Loss and Feature Importance	Mar 15, 2020	ClassificationFeature Importance	—Unverified	0
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning	Mar 15, 2020	ClassificationFew-Shot Image Classification	CodeCode Available	1
Causality-based Explanation of Classification Outcomes	Mar 15, 2020	ClassificationGeneral Classification	—Unverified	0
Beyond without Forgetting: Multi-Task Learning for Classification with Disjoint Datasets	Mar 15, 2020	General ClassificationMulti-Task Learning	—Unverified	0
A Simple Probabilistic Method for Deep Classification under Input-Dependent Label Noise	Mar 15, 2020	General Classificationimage-classification	—Unverified	0
Brain MRI-based 3D Convolutional Neural Networks for Classification of Schizophrenia and Controls	Mar 14, 2020	BIG-bench Machine LearningGeneral 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