General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3426–3450 of 14581 papers

Title	Date	Tasks	Status	Score
Compact Convolutional Neural Networks for Classification of Asynchronous Steady-state Visual Evoked Potentials	Mar 12, 2018	EEGElectroencephalogram (EEG)	CodeCode Available	5
Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation	Jun 16, 2015	ClassificationGeneral Classification	CodeCode Available	5
Decoder Choice Network for Meta-Learning	Sep 25, 2019	DecoderEnsemble Learning	CodeCode Available	5
A Hierarchical Neural Attention-based Text Classifier	Oct 1, 2018	ClassificationGeneral Classification	CodeCode Available	5
Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networks	Aug 11, 2020	ClassificationEEG	CodeCode Available	5
Decoupling Localization and Classification in Single Shot Temporal Action Detection	Apr 16, 2019	Action DetectionClassification	CodeCode Available	5
DCTNet and PCANet for acoustic signal feature extraction	Apr 28, 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
A Closer Look at Domain Shift for Deep Learning in Histopathology	Sep 25, 2019	General Classificationwhole slide images	CodeCode Available	5
R-C3D: Region Convolutional 3D Network for Temporal Activity Detection	Mar 22, 2017	Action DetectionAction Recognition In Videos	CodeCode Available	5
Comparative Document Summarisation via Classification	Dec 6, 2018	Binary ClassificationClassification	CodeCode Available	5
A Semantic Loss Function for Deep Learning with Symbolic Knowledge	Nov 29, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Realistic risk-mitigating recommendations via inverse classification	Nov 13, 2016	ClassificationGeneral Classification	CodeCode Available	5
DCFNet: Deep Neural Network with Decomposed Convolutional Filters	Feb 12, 2018	General Classificationimage-classification	CodeCode Available	5
Decentralized learning with budgeted network load using Gaussian copulas and classifier ensembles	Apr 26, 2018	Ensemble LearningGeneral Classification	CodeCode Available	5
Perceptual Evaluation of Adversarial Attacks for CNN-based Image Classification	Jun 1, 2019	ClassificationGeneral 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
Compare More Nuanced:Pairwise Alignment Bilinear Network For Few-shot Fine-grained Learning	Apr 7, 2019	General ClassificationMeta-Learning	CodeCode Available	5
RECOD Titans at ISIC Challenge 2017	Mar 14, 2017	General ClassificationLesion Segmentation	CodeCode Available	5
Recognizing Musical Entities in User-generated Content	Apr 1, 2019	ArticlesGeneral Classification	CodeCode Available	5
Data-Efficient Image Recognition with Contrastive Predictive Coding	May 22, 2019	Contrastive LearningGeneral Classification	CodeCode Available	5
An Algorithm for Out-Of-Distribution Attack to Neural Network Encoder	Sep 17, 2020	Dimensionality ReductionGeneral Classification	CodeCode Available	5
Recursive Autoconvolution for Unsupervised Learning of Convolutional Neural Networks	Jun 2, 2016	ClassificationGeneral Classification	CodeCode Available	5
A Semi-Supervised Self-Organizing Map for Clustering and Classification	Jul 1, 2019	ClusteringGeneral Classification	CodeCode Available	5
DataLearner: A Data Mining and Knowledge Discovery Tool for Android Smartphones and Tablets	Jun 10, 2019	Cloud ComputingClustering	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