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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 1151–1160 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
Random deep neural networks are biased towards simple functions	Dec 25, 2018	General ClassificationGeneralization Bounds	CodeCode Available	0	5
Deep Motif Dashboard: Visualizing and Understanding Genomic Sequences Using Deep Neural Networks	Aug 12, 2016	General Classification	CodeCode Available	0	5
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation	May 31, 2018	ClassificationGeneral Classification	CodeCode Available	0	5
Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification	May 23, 2017	ClassificationGeneral Classification	CodeCode Available	0	5
Learning Deep Graph Representations via Convolutional Neural Networks	Apr 5, 2020	General ClassificationGraph Classification	CodeCode Available	0	5
Deep Multimodality Model for Multi-task Multi-view Learning	Jan 25, 2019	General Classificationimage-classification	CodeCode Available	0	5
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and Classification	Jan 25, 2018	ClassificationComputed Tomography (CT)	CodeCode Available	0	5
Deep Low-Shot Learning for Biological Image Classification and Visualization from Limited Training Samples	Oct 20, 2020	General Classificationimage-classification	CodeCode Available	0	5
Deeply-Supervised Nets	Sep 18, 2014	ClassificationGeneral Classification	CodeCode Available	0	5
Deep-Learnt Classification of Light Curves	Sep 19, 2017	AstronomyClassification	CodeCode Available	0	5

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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