General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 2001–2025 of 14581 papers

Title	Date	Tasks	Status	Score
Improving Sentiment Classification in Slovak Language	Aug 1, 2019	ClassificationGeneral Classification	CodeCode Available	5
Improving short text classification through global augmentation methods	Jul 7, 2019	ArticlesClassification	CodeCode Available	5
Deep Learning Based Vehicle Make-Model Classification	Aug 23, 2018	ClassificationDeep Learning	CodeCode Available	5
Audio Caption: Listen and Tell	Feb 25, 2019	DecoderGeneral Classification	CodeCode Available	5
A Mixed Classification-Regression Framework for 3D Pose Estimation from 2D Images	May 8, 2018	3D Pose EstimationAutonomous Driving	CodeCode Available	5
Deep Learning Based Multi-Label Text Classification of UNGA Resolutions	Apr 1, 2020	ClassificationDeep Learning	CodeCode Available	5
Deep Learning Based Large-Scale Automatic Satellite Crosswalk Classification	Jun 28, 2017	ClassificationDeep Learning	CodeCode Available	5
Increasing In-Class Similarity by Retrofitting Embeddings with Demographic Information	Oct 1, 2018	AttributeClassification	CodeCode Available	5
Audio Tagging With Connectionist Temporal Classification Model Using Sequential Labelled Data	Aug 6, 2018	Audio TaggingGeneral Classification	CodeCode Available	5
Incremental and Decremental Fuzzy Bounded Twin Support Vector Machine	Jul 22, 2019	General ClassificationRobust classification	CodeCode Available	5
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms	Dec 16, 2019	ClassificationDeep Learning	CodeCode Available	5
A Mixture of Matrix Variate Bilinear Factor Analyzers	Dec 22, 2017	ClusteringDimensionality Reduction	CodeCode Available	5
Incremental Robot Learning of New Objects with Fixed Update Time	May 17, 2016	Active LearningGeneral Classification	CodeCode Available	5
Incremental Sequence Learning	Nov 9, 2016	General ClassificationIncremental Learning	CodeCode Available	5
Deep learning at the shallow end: Malware classification for non-domain experts	Jul 22, 2018	ClassificationGeneral Classification	CodeCode Available	5
Deep learning as a tool for neural data analysis: speech classification and cross-frequency coupling in human sensorimotor cortex	Mar 26, 2018	General Classification	CodeCode Available	5
Augment and Reduce: Stochastic Inference for Large Categorical Distributions	Jul 1, 2018	General ClassificationRecommendation Systems	CodeCode Available	5
Augment and Reduce: Stochastic Inference for Large Categorical Distributions	Feb 12, 2018	General ClassificationRecommendation Systems	CodeCode Available	5
Deep Learning Autoencoder Approach for Handwritten Arabic Digits Recognition	Jun 21, 2017	Deep LearningGeneral Classification	CodeCode Available	5
A Bayesian Decision Tree Algorithm	Jan 10, 2019	General Classificationregression	CodeCode Available	5
Deep Learning applied to NLP	Mar 9, 2017	Deep LearningGeneral Classification	CodeCode Available	5
Inductive Logic Programming via Differentiable Deep Neural Logic Networks	Jun 8, 2019	General ClassificationInductive logic programming	CodeCode Available	5
Augmenting Data with Mixup for Sentence Classification: An Empirical Study	May 22, 2019	ClassificationData Augmentation	CodeCode Available	5
Augmenting English Adjective Senses with Supersenses	May 1, 2014	ClassificationGeneral Classification	CodeCode Available	5
Deep interpretable architecture for plant diseases classification	May 31, 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	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