General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3451–3475 of 14581 papers

Title	Date	Tasks	Status	Score
DataSEARCH at IEST 2018: Multiple Word Embedding based Models for Implicit Emotion Classification of Tweets with Deep Learning	Oct 1, 2018	ClassificationEmotion Classification	CodeCode Available	5
A Semi-Supervised Self-Organizing Map with Adaptive Local Thresholds	Jul 1, 2019	ClusteringGeneral Classification	CodeCode Available	5
Perceptual Evaluation of Adversarial Attacks for CNN-based Image Classification	Jun 1, 2019	ClassificationGeneral Classification	CodeCode Available	5
Dataset: Rare Event Classification in Multivariate Time Series	Sep 27, 2018	ClassificationGeneral Classification	CodeCode Available	5
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification	Oct 13, 2015	General ClassificationSensitivity	CodeCode Available	5
Regularizing Neural Networks by Penalizing Confident Output Distributions	Jan 23, 2017	General Classificationimage-classification	CodeCode Available	5
A hybrid algorithm for Bayesian network structure learning with application to multi-label learning	Jun 18, 2015	General ClassificationMulti-class Classification	CodeCode Available	5
Relatable Clothing: Detecting Visual Relationships between People and Clothing	Jul 20, 2020	ArticlesClassification	CodeCode Available	5
Relational Pooling for Graph Representations	Mar 6, 2019	General ClassificationGraph Classification	CodeCode Available	5
Relation Classification via Convolutional Deep Neural Network	Aug 1, 2014	ClassificationGeneral Classification	CodeCode Available	5
Relation Network for Multi-label Aerial Image Classification	Jul 16, 2019	ClassificationGeneral Classification	CodeCode Available	5
Relative Camera Pose Estimation Using Convolutional Neural Networks	Feb 5, 2017	Camera Pose EstimationGeneral Classification	CodeCode Available	5
An Algorithm for Out-Of-Distribution Attack to Neural Network Encoder	Sep 17, 2020	Dimensionality ReductionGeneral Classification	CodeCode Available	5
Data Parameters: A New Family of Parameters for Learning a Differentiable Curriculum	Dec 1, 2019	General Classificationimage-classification	CodeCode Available	5
Replacing Rewards with Examples: Example-Based Policy Search via Recursive Classification	Mar 23, 2021	General ClassificationReinforcement Learning (RL)	CodeCode Available	5
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets	Sep 27, 2017	Dependency ParsingGeneral Classification	CodeCode Available	5
Representation Learning for Medical Data	Jan 22, 2020	DiagnosticDisease Prediction	CodeCode Available	5
DBMS-KU at SemEval-2019 Task 9: Exploring Machine Learning Approaches in Classifying Text as Suggestion or Non-Suggestion	Jun 1, 2019	General Classificationregression	CodeCode Available	5
Data-Efficient Classification of Radio Galaxies	Nov 26, 2020	ClassificationFew-Shot Learning	CodeCode Available	5
Data-Efficient Classification of Birdcall Through Convolutional Neural Networks Transfer Learning	Sep 17, 2019	General ClassificationTransfer Learning	CodeCode Available	5
Data-Efficient Image Recognition with Contrastive Predictive Coding	May 22, 2019	Contrastive LearningGeneral Classification	CodeCode Available	5
Data-driven Advice for Applying Machine Learning to Bioinformatics Problems	Aug 8, 2017	BIG-bench Machine LearningClassification	CodeCode Available	5
A Simple and Effective Approach for Fine Tuning Pre-trained Word Embeddings for Improved Text Classification	Aug 7, 2019	General ClassificationSentiment Analysis	CodeCode Available	5
Residual Attention Network for Image Classification	Apr 23, 2017	General Classificationimage-classification	CodeCode Available	5
Data-driven Meta-set Based Fine-Grained Visual Classification	Aug 6, 2020	ClassificationFine-Grained Image 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