General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3801–3825 of 14581 papers

Title	Date	Tasks	Status	Score
Towards better heartbeat segmentation with deep learning classification	Nov 26, 2020	ClassificationDeep Learning	CodeCode Available	5
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine (SVM) for Malware Classification	Dec 31, 2017	General ClassificationMalware Classification	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
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher	Oct 6, 2020	General ClassificationRepresentation Learning	CodeCode Available	5
Cross-modal supervised learning for better acoustic representations	Nov 15, 2019	Audio ClassificationGeneral Classification	CodeCode Available	5
Towards More Accurate Uncertainty Estimation In Text Classification	Nov 1, 2020	ClassificationGeneral Classification	CodeCode Available	5
Cross-lingual Distillation for Text Classification	May 5, 2017	ClassificationGeneral Classification	CodeCode Available	5
A Classification of G-invariant Shallow Neural Networks	May 18, 2022	General ClassificationNeural Architecture Search	CodeCode Available	5
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications	Jun 6, 2019	General ClassificationMulti-Label Text Classification	CodeCode Available	5
Towards Searching Efficient and Accurate Neural Network Architectures in Binary Classification Problems	Jan 16, 2021	BIG-bench Machine LearningBinary Classification	CodeCode Available	5
Cross-Lingual Sentiment Quantification	Apr 16, 2019	Cross-Lingual Sentiment ClassificationGeneral Classification	CodeCode Available	5
Adaptive Covariate Acquisition for Minimizing Total Cost of Classification	Feb 21, 2020	ClassificationGeneral Classification	CodeCode Available	5
Crowdsourcing Semantic Label Propagation in Relation Classification	Sep 3, 2018	ClassificationGeneral Classification	CodeCode Available	5
Towards universal neural nets: Gibbs machines and ACE	Aug 26, 2015	Density EstimationGeneral Classification	CodeCode Available	5
Cross-Domain Labeled LDA for Cross-Domain Text Classification	Sep 16, 2018	ClassificationCross-Domain Text Classification	CodeCode Available	5
Traffic Sign Classification Using Deep Inception Based Convolutional Networks	Nov 10, 2015	ClassificationGeneral Classification	CodeCode Available	5
ATCN: Resource-Efficient Processing of Time Series on Edge	Nov 10, 2020	General ClassificationHeartbeat Classification	CodeCode Available	5
Automated Breast Lesion Segmentation in Ultrasound Images	Sep 27, 2016	General ClassificationLesion Segmentation	CodeCode Available	5
Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification	Aug 30, 2019	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	5
Cross-Domain Image Classification through Neural-Style Transfer Data Augmentation	Oct 12, 2019	ClassificationData Augmentation	CodeCode Available	5
Training compact deep learning models for video classification using circulant matrices	Oct 2, 2018	General ClassificationVideo Classification	CodeCode Available	5
Classifier-Guided Visual Correction of Noisy Labels for Image Classification Tasks	Aug 9, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural Networks	Oct 17, 2017	Binary ClassificationC++ code	CodeCode Available	5
Accurate parameter estimation for Bayesian Network Classifiers using Hierarchical Dirichlet Processes	Aug 25, 2017	General Classificationparameter estimation	CodeCode Available	5
Cross Device Matching for Online Advertising with Neural Feature Ensembles : First Place Solution at CIKM Cup 2016	Oct 23, 2016	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