General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3151–3175 of 14581 papers

Title	Date	Tasks	Status	Score
Deep Face Forgery Detection	Apr 6, 2020	Binary ClassificationClassification	CodeCode Available	5
Abstractive Text Classification Using Sequence-to-convolution Neural Networks	May 20, 2018	ClassificationData Augmentation	CodeCode Available	5
Modified Distribution Alignment for Domain Adaptation with Pre-trained Inception ResNet	Apr 4, 2019	ClassificationDomain Adaptation	CodeCode Available	5
Deep Learning applied to NLP	Mar 9, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Deep Convolutional Neural Networks for Breast Cancer Histology Image Analysis	Feb 2, 2018	Breast Cancer DetectionBreast Cancer Histology Image Classification	CodeCode Available	5
Deep Convolutional Neural Networks and Data Augmentation for Environmental Sound Classification	Aug 15, 2016	Data AugmentationDictionary Learning	CodeCode Available	5
Deep convolutional neural networks for multi-scale time-series classification and application to disruption prediction in fusion devices	Oct 31, 2019	DiagnosticGeneral Classification	CodeCode Available	5
Specifying Weight Priors in Bayesian Deep Neural Networks with Empirical Bayes	Jun 12, 2019	Activity RecognitionAudio Classification	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
Classifying and Visualizing Emotions with Emotional DAN	Oct 23, 2018	ClassificationEmotion Classification	CodeCode Available	5
Classifying a specific image region using convolutional nets with an ROI mask as input	Dec 1, 2018	General Classificationimage-classification	CodeCode Available	5
Deep Convolutional Networks as shallow Gaussian Processes	Aug 16, 2018	Gaussian ProcessesGeneral Classification	CodeCode Available	5
Deep convolutional Gaussian processes	Oct 6, 2018	ClassificationGaussian Processes	CodeCode Available	5
Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification	Mar 12, 2019	BIG-bench Machine LearningFeature Engineering	CodeCode Available	5
Approximation Vector Machines for Large-scale Online Learning	Apr 22, 2016	General Classificationregression	CodeCode Available	5
MR Acquisition-Invariant Representation Learning	Sep 22, 2017	ClassificationGeneral Classification	CodeCode Available	5
Deep Convolutional Networks on Graph-Structured Data	Jun 16, 2015	General Classification	CodeCode Available	5
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution	Aug 18, 2017	BIG-bench Machine LearningGeneral Classification	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
Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis	Apr 15, 2019	ClassificationGeneral Classification	CodeCode Available	5
Deep CNN-based Multi-task Learning for Open-Set Recognition	Mar 7, 2019	DecoderGeneral Classification	CodeCode Available	5
A budget-constrained inverse classification framework for smooth classifiers	May 29, 2016	ClassificationGeneral Classification	CodeCode Available	5
Deep Composer Classification Using Symbolic Representation	Oct 2, 2020	ClassificationGeneral Classification	CodeCode Available	5
Multi-class Hierarchical Question Classification for Multiple Choice Science Exams	Aug 15, 2019	ClassificationGeneral Classification	CodeCode Available	5
DeepBlindness: Fast Blindness Map Estimation and Blindness Type Classification for Outdoor Scene from Single Color Image	Nov 2, 2019	General 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	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