General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1576–1600 of 14581 papers

Title	Date	Tasks	Status	Score
Deep Learning with Eigenvalue Decay Regularizer	Apr 24, 2016	ClassificationDeep Learning	CodeCode Available	5
Discourse Sense Classification from Scratch using Focused RNNs	Aug 1, 2016	ChunkingClassification	CodeCode Available	5
Deep Learning using Rectified Linear Units (ReLU)	Mar 22, 2018	ClassificationDeep Learning	CodeCode Available	5
A generalised framework for detailed classification of swimming paths inside the Morris Water Maze	Nov 20, 2017	ClassificationGeneral Classification	CodeCode Available	5
Discovery of Natural Language Concepts in Individual Units of CNNs	Feb 18, 2019	Concept AlignmentGeneral Classification	CodeCode Available	5
Affective Event Classification with Discourse-enhanced Self-training	Nov 1, 2020	ClassificationGeneral Classification	CodeCode Available	5
Approximation Vector Machines for Large-scale Online Learning	Apr 22, 2016	General Classificationregression	CodeCode Available	5
Deep Learning with a Rethinking Structure for Multi-label Classification	Feb 5, 2018	ClassificationDeep Learning	CodeCode Available	5
A Practitioners' Guide to Transfer Learning for Text Classification using Convolutional Neural Networks	Jan 19, 2018	General Classificationtext-classification	CodeCode Available	5
A budget-constrained inverse classification framework for smooth classifiers	May 29, 2016	ClassificationGeneral Classification	CodeCode Available	5
Discriminatively Learned Hierarchical Rank Pooling Networks	May 30, 2017	Activity RecognitionBilevel Optimization	CodeCode Available	5
Deep Learning with Gaussian Differential Privacy	Nov 26, 2019	Deep LearningGeneral Classification	CodeCode Available	5
Discriminative Unsupervised Feature Learning with Convolutional Neural Networks	Dec 1, 2014	General ClassificationImage Classification	CodeCode Available	5
Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's Disease	Jun 5, 2018	Disease PredictionGeneral Classification	CodeCode Available	5
Deeply-Supervised Nets	Sep 18, 2014	ClassificationGeneral Classification	CodeCode Available	5
Deep Network Classification by Scattering and Homotopy Dictionary Learning	Oct 8, 2019	ClassificationDictionary Learning	CodeCode Available	5
Distance Metric Learning for Graph Structured Data	Feb 3, 2020	Computational EfficiencyGeneral Classification	CodeCode Available	5
Distilling a Neural Network Into a Soft Decision Tree	Nov 27, 2017	General Classification	CodeCode Available	5
Deep Learning for Video Classification and Captioning	Sep 22, 2016	ClassificationDeep Learning	CodeCode Available	5
Deep Learning Human Mind for Automated Visual Classification	Sep 1, 2016	ClassificationDeep Learning	CodeCode Available	5
Distributed and parallel time series feature extraction for industrial big data applications	Oct 25, 2016	Binary ClassificationClassification	CodeCode Available	5
Deep Learning for Target Classification from SAR Imagery: Data Augmentation and Translation Invariance	Aug 26, 2017	Data AugmentationGeneral Classification	CodeCode Available	5
Deep Learning on Small Datasets without Pre-Training using Cosine Loss	Jan 25, 2019	General Classification	CodeCode Available	5
Deep Learning for Hand Gesture Recognition on Skeletal Data	May 15, 2018	3D Shape Classification3D Shape Retrieval	CodeCode Available	5
Is a Classification Procedure Good Enough? A Goodness-of-Fit Assessment Tool for Classification Learning	Nov 8, 2019	ClassificationGeneral Classification	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	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