General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3101–3125 of 14581 papers

Title	Date	Tasks	Status	Score
Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study	Jul 4, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available	5
MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognition	Jun 23, 2020	BIG-bench Machine LearningBinary Classification	CodeCode Available	5
Deep Extreme Multi-label Learning	Apr 12, 2017	ClassificationExtreme Multi-Label Classification	CodeCode Available	5
A Deep Generative Model for Semi-Supervised Classification with Noisy Labels	Sep 16, 2018	General Classification	CodeCode Available	5
Deep Face Forgery Detection	Apr 6, 2020	Binary ClassificationClassification	CodeCode Available	5
Classification-Specific Parts for Improving Fine-Grained Visual Categorization	Sep 16, 2019	ClassificationFeature Importance	CodeCode Available	5
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning	Apr 26, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available	5
Deep Distribution Regression	Mar 14, 2019	Decision MakingGeneral Classification	CodeCode Available	5
Deep Discrete Hashing with Self-supervised Pairwise Labels	Jul 7, 2017	Deep HashingGeneral Classification	CodeCode Available	5
G-softmax: Improving Intra-class Compactness and Inter-class Separability of Features	Apr 8, 2019	General ClassificationMulti-Label Classification	CodeCode Available	5
Classification Under Human Assistance	Jun 21, 2020	ClassificationGeneral Classification	CodeCode Available	5
Max-margin Class Imbalanced Learning with Gaussian Affinity	Jan 23, 2019	ClassificationClustering	CodeCode Available	5
Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to Evolvability	Jun 8, 2020	FairnessGeneral Classification	CodeCode Available	5
MaxUp: A Simple Way to Improve Generalization of Neural Network Training	Feb 20, 2020	Few-Shot Image ClassificationGeneral Classification	CodeCode Available	5
DeepCorrect: Correcting DNN models against Image Distortions	May 5, 2017	ClassificationGeneral Classification	CodeCode Available	5
A CNN-RNN Architecture for Multi-Label Weather Recognition	Apr 24, 2019	General ClassificationMulti-Label Classification	CodeCode Available	5
Deep Gamblers: Learning to Abstain with Portfolio Theory	Jun 29, 2019	ClassificationGeneral Classification	CodeCode Available	5
Classification Using Link Prediction	Oct 1, 2018	ClassificationGeneral 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 Networks on Graph-Structured Data	Jun 16, 2015	General 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 Gaussian processes	Oct 6, 2018	ClassificationGaussian Processes	CodeCode Available	5
DeepConsensus: using the consensus of features from multiple layers to attain robust image classification	Nov 18, 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 neural networks for multi-scale time-series classification and application to disruption prediction in fusion devices	Oct 31, 2019	DiagnosticGeneral 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