General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3476–3500 of 14581 papers

Title	Date	Tasks	Status	Score
Perceptual Evaluation of Adversarial Attacks for CNN-based Image Classification	Jun 1, 2019	ClassificationGeneral Classification	CodeCode Available	5
Resting state fMRI functional connectivity-based classification using a convolutional neural network architecture	Jul 20, 2017	ClassificationFunctional Connectivity	CodeCode Available	5
DCTNet and PCANet for acoustic signal feature extraction	Apr 28, 2016	ClassificationGeneral Classification	CodeCode Available	5
Dataset: Rare Event Classification in Multivariate Time Series	Sep 27, 2018	ClassificationGeneral Classification	CodeCode Available	5
An Algorithm for Out-Of-Distribution Attack to Neural Network Encoder	Sep 17, 2020	Dimensionality ReductionGeneral Classification	CodeCode Available	5
A Simple Approach to Multilingual Polarity Classification in Twitter	Dec 15, 2016	ClassificationGeneral Classification	CodeCode Available	5
DBMS-KU at SemEval-2019 Task 9: Exploring Machine Learning Approaches in Classifying Text as Suggestion or Non-Suggestion	Jun 1, 2019	General Classificationregression	CodeCode Available	5
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets	Jun 10, 2019	Cloud ComputingClustering	CodeCode Available	5
Rethinking Natural Adversarial Examples for Classification Models	Feb 23, 2021	ClassificationGeneral Classification	CodeCode Available	5
Comparison of non-linear activation functions for deep neural networks on MNIST classification task	Apr 8, 2018	General Classification	CodeCode Available	5
Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator	Nov 25, 2019	ClassificationFine-Grained Image Classification	CodeCode Available	5
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum	Dec 1, 2019	General Classificationimage-classification	CodeCode Available	5
Data-Efficient Classification of Radio Galaxies	Nov 26, 2020	ClassificationFew-Shot Learning	CodeCode Available	5
A Simple Cache Model for Image Recognition	May 21, 2018	General ClassificationLanguage Modeling	CodeCode Available	5
Revealing patterns in HIV viral load data and classifying patients via a novel machine learning cluster summarization method	Apr 25, 2018	Decision MakingGeneral Classification	CodeCode Available	5
Comparison of VCA and GAEE algorithms for Endmember Extraction	May 27, 2018	General ClassificationHyperspectral image analysis	CodeCode Available	5
A Simple Domain Shifting Networkfor Generating Low Quality Images	Jun 30, 2020	ClassificationDomain Adaptation	CodeCode Available	5
A Simple Fusion of Deep and Shallow Learning for Acoustic Scene Classification	Jun 19, 2018	Acoustic Scene ClassificationClassification	CodeCode Available	5
Revisiting graph neural networks and distance encoding from a practical view	Nov 22, 2020	ClassificationGeneral Classification	CodeCode Available	5
Data-Efficient Image Recognition with Contrastive Predictive Coding	May 22, 2019	Contrastive LearningGeneral Classification	CodeCode Available	5
DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion Classification of Tweets with Deep Learning	Oct 1, 2018	ClassificationEmotion Classification	CodeCode Available	5
Deep Gated Recurrent and Convolutional Network Hybrid Model for Univariate Time Series Classification	Dec 18, 2018	ClassificationGeneral Classification	CodeCode Available	5
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning	Oct 30, 2020	General ClassificationGraph Classification	CodeCode Available	5
Data Augmentation for Skin Lesion Analysis	Sep 5, 2018	Data AugmentationGeneral Classification	CodeCode Available	5
Data augmentation using synthetic data for time series classification with deep residual networks	Aug 7, 2018	Data AugmentationDynamic Time Warping	CodeCode Available	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