General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 726–750 of 14581 papers

Title	Date	Tasks	Status	Hype
Over-the-Air Adversarial Flickering Attacks against Video Recognition Networks	Feb 12, 2020	Action ClassificationClassification	CodeCode Available	1
Machine-Learning-Based Multiple Abnormality Prediction with Large-Scale Chest Computed Tomography Volumes	Feb 12, 2020	BIG-bench Machine LearningComputed Tomography (CT)	CodeCode Available	1
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification	Feb 11, 2020	DiversityFine-Grained Image Classification	CodeCode Available	1
Learning with Out-of-Distribution Data for Audio Classification	Feb 11, 2020	Audio ClassificationClassification	CodeCode Available	1
SparseIDS: Learning Packet Sampling with Reinforcement Learning	Feb 10, 2020	Computational EfficiencyEdge-computing	CodeCode Available	1
Bilinear Graph Neural Network with Neighbor Interactions	Feb 10, 2020	General ClassificationGraph Neural Network	CodeCode Available	1
A Computational Approach to Packet Classification	Feb 10, 2020	ClassificationGeneral Classification	CodeCode Available	1
PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification	Feb 9, 2020	3D Classification3D Point Cloud Classification	CodeCode Available	1
Subspace Capsule Network	Feb 7, 2020	General ClassificationGenerative Adversarial Network	CodeCode Available	1
On Positive-Unlabeled Classification in GAN	Feb 4, 2020	ClassificationGeneral Classification	CodeCode Available	1
Detection and Classification of Cardiac Arrhythmias by a Challenge-Best Deep Learning Neural Network Model	Feb 4, 2020	Arrhythmia DetectionGeneral Classification	CodeCode Available	1
Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional Networks	Feb 3, 2020	General ClassificationOptical Flow Estimation	CodeCode Available	1
Syn2Real: Forgery Classification via Unsupervised Domain Adaptation	Feb 3, 2020	ClassificationDomain Adaptation	CodeCode Available	1
DropClass and DropAdapt: Dropping classes for deep speaker representation learning	Feb 2, 2020	General ClassificationRepresentation Learning	CodeCode Available	1
Interpreting video features: a comparison of 3D convolutional networks and convolutional LSTM networks	Feb 2, 2020	General Classification	CodeCode Available	1
Efficient Model for Image Classification With Regularization Tricks	Feb 1, 2020	ClassificationData Augmentation	CodeCode Available	1
Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning	Feb 1, 2020	ClassificationGeneral Classification	CodeCode Available	1
Deep Learning Based Unsupervised and Semi-supervised Classification for Keratoconus	Jan 31, 2020	Deep LearningGeneral Classification	CodeCode Available	1
Enhancement of Short Text Clustering by Iterative Classification	Jan 31, 2020	ClassificationClustering	CodeCode Available	1
Optimized spiking neurons classify images with high accuracy through temporal coding with two spikes	Jan 31, 2020	General Classificationimage-classification	CodeCode Available	1
Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks	Jan 30, 2020	Entity Extraction using GANGeneral Classification	CodeCode Available	1
stream-learn -- open-source Python library for difficult data stream batch analysis	Jan 29, 2020	Binary ClassificationClassification	CodeCode Available	1
OPFython: A Python-Inspired Optimum-Path Forest Classifier	Jan 28, 2020	DiversityGeneral Classification	CodeCode Available	1
Multi-class Gaussian Process Classification with Noisy Inputs	Jan 28, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
LIBTwinSVM: A Library for Twin Support Vector Machines	Jan 27, 2020	General ClassificationModel Selection	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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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