General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3176–3200 of 14581 papers

Title	Date	Tasks	Status	Score
Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping	Jun 24, 2020	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
Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment	Sep 27, 2017	General ClassificationMulti-Label Classification	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
Multilabel Classification with R Package mlr	Mar 27, 2017	BIG-bench Machine LearningClassification	CodeCode Available	5
Classifying Online Dating Profiles on Tinder using FaceNet Facial Embeddings	Mar 12, 2018	General 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
Classifying Patents Based on their Semantic Content	Dec 27, 2016	General Classification	CodeCode Available	5
Multi-Label Zero-Shot Learning with Structured Knowledge Graphs	Nov 17, 2017	General ClassificationKnowledge Graphs	CodeCode Available	5
Classifying Relations by Ranking with Convolutional Neural Networks	Apr 24, 2015	ClassificationGeneral Classification	CodeCode Available	5
Multi-Level and Multi-Scale Feature Aggregation Using Pre-trained Convolutional Neural Networks for Music Auto-tagging	Mar 6, 2017	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
Deep Extreme Multi-label Learning	Apr 12, 2017	ClassificationExtreme Multi-Label Classification	CodeCode Available	5
Deep brain state classification of MEG data	Jul 2, 2020	Brain DecodingClassification	CodeCode Available	5
Multilingual and Multi-Aspect Hate Speech Analysis	Aug 29, 2019	ClassificationGeneral Classification	CodeCode Available	5
Classifying Syntactic Errors in Learner Language	Oct 21, 2020	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
Multilingual Twitter Sentiment Classification: The Role of Human Annotators	Feb 24, 2016	ClassificationGeneral Classification	CodeCode Available	5
Multimodal Age and Gender Classification Using Ear and Profile Face Images	Jul 23, 2019	Age And Gender ClassificationClassification	CodeCode Available	5
Multi-modal Cycle-consistent Generalized Zero-Shot Learning	Aug 1, 2018	General ClassificationGeneralized Zero-Shot Learning	CodeCode Available	5
Deep CNN-based Multi-task Learning for Open-Set Recognition	Mar 7, 2019	DecoderGeneral Classification	CodeCode Available	5
Deep attention-based classification network for robust depth prediction	Jul 11, 2018	ClassificationDeep Attention	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