General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 576–600 of 14581 papers

Title	Date	Tasks	Status	Hype	Score
A Machine Learning Benchmark for Facies Classification	Jan 12, 2019	BIG-bench Machine LearningClassification	CodeCode Available	1	5
Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information Maximization	Oct 30, 2020	Contrastive LearningGeneral Classification	CodeCode Available	1	5
Cross-Domain Sentiment Classification with In-Domain Contrastive Learning	Dec 5, 2020	ClassificationContrastive Learning	CodeCode Available	1	5
CTCModel: a Keras Model for Connectionist Temporal Classification	Jan 23, 2019	ClassificationGeneral Classification	CodeCode Available	1	5
Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertainty	Jul 31, 2020	ClassificationGeneral Classification	CodeCode Available	1	5
CatBoost: gradient boosting with categorical features support	Oct 24, 2018	ClusteringCPU	CodeCode Available	1	5
Danish Fungi 2020 -- Not Just Another Image Recognition Dataset	Mar 18, 2021	ClassificationClassifier calibration	CodeCode Available	1	5
Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks	Jan 30, 2020	Entity Extraction using GANGeneral Classification	CodeCode Available	1	5
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues	Dec 4, 2020	Dialog Relation ExtractionGeneral Classification	CodeCode Available	1	5
An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs	Jan 13, 2020	General ClassificationRobust classification	CodeCode Available	1	5
Decision Stream: Cultivating Deep Decision Trees	Apr 25, 2017	Classificationfeature selection	CodeCode Available	1	5
Deep Active Learning for Joint Classification & Segmentation with Weak Annotator	Oct 10, 2020	Active LearningClassification	CodeCode Available	1	5
DeepBall: Deep Neural-Network Ball Detector	Feb 19, 2019	General ClassificationObject	CodeCode Available	1	5
Deep Cosine Metric Learning for Person Re-Identification	Dec 2, 2018	General ClassificationMetric Learning	CodeCode Available	1	5
DeepEMD: Differentiable Earth Mover's Distance for Few-Shot Learning	Mar 15, 2020	ClassificationFew-Shot Image Classification	CodeCode Available	1	5
Deep Hypergraph U-Net for Brain Graph Embedding and Classification	Aug 30, 2020	ClassificationDiagnostic	CodeCode Available	1	5
DeepI2P: Image-to-Point Cloud Registration via Deep Classification	Apr 8, 2021	ClassificationGeneral Classification	CodeCode Available	1	5
A Diagnostic Study of Explainability Techniques for Text Classification	Sep 25, 2020	ClassificationDiagnostic	CodeCode Available	1	5
An Amharic News Text classification Dataset	Mar 10, 2021	ArticlesClassification	CodeCode Available	1	5
Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks	Dec 1, 2020	General ClassificationGraph Classification	CodeCode Available	1	5
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles	Jun 20, 2019	Aerial Scene ClassificationGeneral Classification	CodeCode Available	1	5
Can AI help in screening Viral and COVID-19 pneumonia?	Mar 29, 2020	ArticlesCOVID-19 Diagnosis	CodeCode Available	1	5
Deep Learning for Case-Based Reasoning through Prototypes: A Neural Network that Explains Its Predictions	Oct 13, 2017	DecoderGeneral Classification	CodeCode Available	1	5
DeepMerge: Classifying High-redshift Merging Galaxies with Deep Neural Networks	Apr 24, 2020	General ClassificationVocal Bursts Intensity Prediction	CodeCode Available	1	5
Clustering Aware Classification for Risk Prediction and Subtyping in Clinical Data	Feb 23, 2021	ClassificationClustering	CodeCode Available	1	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