General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3676–3700 of 14581 papers

Title	Date	Tasks	Status	Score
Contextual Encoder-Decoder Network for Visual Saliency Prediction	Feb 18, 2019	DecoderGeneral Classification	CodeCode Available	5
Data Distillation for Text Classification	Apr 17, 2021	ClassificationGeneral Classification	CodeCode Available	5
A learning model to detect maliciousness of portable executable using integrated feature set	Jan 31, 2017	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Data-driven Meta-set Based Fine-Grained Visual Classification	Aug 6, 2020	ClassificationFine-Grained Image Classification	CodeCode Available	5
Data-Efficient Classification of Radio Galaxies	Nov 26, 2020	ClassificationFew-Shot Learning	CodeCode Available	5
Stock trend prediction using news sentiment analysis	Jul 7, 2016	ArticlesGeneral Classification	CodeCode Available	5
A Multi-task Neural Approach for Emotion Attribution, Classification and Summarization	Dec 21, 2018	ClassificationEmotion Recognition	CodeCode Available	5
Automated Problem Identification: Regression vs Classification via Evolutionary Deep Networks	Jul 3, 2017	BIG-bench Machine LearningClassification	CodeCode Available	5
Data Augmentation for Skin Lesion Analysis	Sep 5, 2018	Data AugmentationGeneral Classification	CodeCode Available	5
Data augmentation using synthetic data for time series classification with deep residual networks	Aug 7, 2018	Data AugmentationDynamic Time Warping	CodeCode Available	5
Data-Efficient Image Recognition with Contrastive Predictive Coding	May 22, 2019	Contrastive LearningGeneral Classification	CodeCode Available	5
DANet: Divergent Activation for Weakly Supervised Object Localization	Oct 1, 2019	ClassificationGeneral Classification	CodeCode Available	5
DAEMON: Dataset-Agnostic Explainable Malware Classification Using Multi-Stage Feature Mining	Aug 4, 2020	ClassificationGeneral Classification	CodeCode Available	5
Structure-Aware Hierarchical Graph Pooling using Information Bottleneck	Apr 27, 2021	General ClassificationGraph Classification	CodeCode Available	5
A continual learning survey: Defying forgetting in classification tasks	Sep 18, 2019	ClassificationContinual Learning	CodeCode Available	5
Algebraic multigrid support vector machines	Nov 16, 2016	General Classification	CodeCode Available	5
DAGCN: Dual Attention Graph Convolutional Networks	Apr 4, 2019	General ClassificationGraph Classification	CodeCode Available	5
Continual Learning Through Synaptic Intelligence	Mar 13, 2017	Computational EfficiencyContinual Learning	CodeCode Available	5
Continual Learning with Deep Generative Replay	May 24, 2017	class-incremental learningClass Incremental Learning	CodeCode Available	5
Danish Stance Classification and Rumour Resolution	Jul 2, 2019	ClassificationFeature Engineering	CodeCode Available	5
CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets -- RoBERTa Ensembles and The Continued Relevance of Handcrafted Features	Oct 15, 2020	ClassificationGeneral Classification	CodeCode Available	5
StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification	Jul 9, 2020	ClassificationData Augmentation	CodeCode Available	5
Subcategory-aware Convolutional Neural Networks for Object Proposals and Detection	Apr 16, 2016	2D Object DetectionGeneral Classification	CodeCode Available	5
Continuous Indeterminate Probability Neural Network	Mar 23, 2023	ClassificationDecoder	CodeCode Available	5
3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image Classification	Jan 12, 2021	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	XBNET	Accuracy	100	—	Unverified
2	MONT3	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