General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 7551–7575 of 14581 papers

Title	Date	Tasks	Status	Hype
Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning	Sep 17, 2018	General ClassificationLung Cancer Diagnosis	CodeCode Available	1
Graph Neural Networks for IceCube Signal Classification	Sep 17, 2018	ClassificationGeneral Classification	CodeCode Available	0
Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network	Sep 17, 2018	General Classification	CodeCode Available	0
Evaluating Merging Strategies for Sampling-based Uncertainty Techniques in Object Detection	Sep 17, 2018	ClusteringGeneral Classification	—Unverified	0
Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent Model Initialization for Image Recognition	Sep 17, 2018	General Classificationimage-classification	—Unverified	0
The Importance of Being Earnest: Performance of Modulation Classification for Real RF Signals	Sep 17, 2018	General Classification	—Unverified	0
Learning of Multi-Context Models for Autonomous Underwater Vehicles	Sep 17, 2018	General Classification	—Unverified	0
Open-world Learning and Application to Product Classification	Sep 17, 2018	ClassificationGeneral Classification	CodeCode Available	0
Towards Good Practices for Multi-modal Fusion in Large-scale Video Classification	Sep 16, 2018	ClassificationGeneral Classification	—Unverified	0
Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network	Sep 16, 2018	Anomaly DetectionGeneral Classification	—Unverified	0
Dual Memory Network Model for Biased Product Review Classification	Sep 16, 2018	ClassificationGeneral Classification	—Unverified	0
Cross-Domain Labeled LDA for Cross-Domain Text Classification	Sep 16, 2018	ClassificationCross-Domain Text Classification	CodeCode Available	0
Comparison of Deep Learning and the Classical Machine Learning Algorithm for the Malware Detection	Sep 16, 2018	BIG-bench Machine LearningDeep Learning	—Unverified	0
A Deep Generative Model for Semi-Supervised Classification with Noisy Labels	Sep 16, 2018	General Classification	CodeCode Available	0
Classifying Process Instances Using Recurrent Neural Networks	Sep 16, 2018	General Classification	—Unverified	0
In Defense of the Classification Loss for Person Re-Identification	Sep 16, 2018	ClassificationGeneral Classification	CodeCode Available	0
Multi-Label Image Classification via Knowledge Distillation from Weakly-Supervised Detection	Sep 16, 2018	ClassificationGeneral Classification	CodeCode Available	1
Solving for multi-class: a survey and synthesis	Sep 16, 2018	Binary ClassificationGeneral Classification	—Unverified	0
Maximum-Entropy Fine-Grained Classification	Sep 16, 2018	ClassificationDiversity	—Unverified	0
Road Detection Technique Using Filters with Application to Autonomous Driving System	Sep 16, 2018	Autonomous DrivingGeneral Classification	—Unverified	0
Graph Convolutional Networks for Text Classification	Sep 15, 2018	General ClassificationSentiment Analysis	CodeCode Available	1
Efficient Structured Surrogate Loss and Regularization in Structured Prediction	Sep 14, 2018	General ClassificationStructured Prediction	—Unverified	0
Multi-hop assortativities for networks classification	Sep 14, 2018	ClassificationGeneral Classification	CodeCode Available	0
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data	Sep 14, 2018	BIG-bench Machine LearningClassification	—Unverified	0
Style Augmentation: Data Augmentation via Style Randomization	Sep 14, 2018	ClassificationData Augmentation	CodeCode Available	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