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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1401–1450 of 14581 papers

TitleStatusHype
C-Net: A Reliable Convolutional Neural Network for Biomedical Image ClassificationCode0
HyperText: Endowing FastText with Hyperbolic GeometryCode0
Knowledge-Based Construction of Confusion Matrices for Multi-Label Classification Algorithms using Semantic Similarity Measures—0
Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information MaximizationCode1
Integer Programming-based Error-Correcting Output Code Design for Robust Classification—0
On the Impact of Communities on Semi-supervised Classification Using Graph Neural NetworksCode0
Classifying Malware Images with Convolutional Neural Network Models—0
Measure Inducing Classification and Regression Trees for Functional Data—0
Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification—0
Why Do Better Loss Functions Lead to Less Transferable Features?—0
Development and Evaluation of a Deep Neural Network for Histologic Classification of Renal Cell Carcinoma on Biopsy and Surgical Resection Slides—0
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation LearningCode0
A Deep Convolutional Neural Network Applied to Ship Detection and Classification—0
Short Text Classification Approach to Identify Child Sexual Exploitation Material—0
Transfer Learning improves MI BCI models classification accuracy in Parkinson's disease patients—0
Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification—0
Collaborative Method for Incremental Learning on Classification and Generation—0
Multiple Sclerosis Severity Classification From Clinical Text—0
ProCAN: Progressive Growing Channel Attentive Non-Local Network for Lung Nodule Classification—0
Robustifying Binary Classification to Adversarial Perturbation—0
Semi-Supervised Speech Recognition via Graph-based Temporal Classification—0
Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks—0
Augmenting transferred representations for stock classification—0
SigNet: A Novel Deep Learning Framework for Radio Signal Classification—0
NILM as a regression versus classification problem: the importance of thresholdingCode1
Crop and weed classification based on AutoML—0
A Chinese Text Classification Method With Low Hardware Requirement Based on Improved Model Concatenation—0
Evaluating data augmentation for financial time series classificationCode0
Handling Class Imbalance in Low-Resource Dialogue Systems by Combining Few-Shot Classification and InterpolationCode0
Class-incremental learning: survey and performance evaluation on image classification—0
Representation learning for improved interpretability and classification accuracy of clinical factors from EEG—0
MultiMix: Sparingly Supervised, Extreme Multitask Learning From Medical ImagesCode1
Speech-Based Emotion Recognition using Neural Networks and Information VisualizationCode0
Towards Ethics by Design in Online Abusive Content Detection—0
Large-Scale MIDI-based Composer Classification—0
Predicting Classification Accuracy When Adding New Unobserved Classes—0
Road Damage Detection and Classification with Detectron2 and Faster R-CNNCode1
Differentiable Channel Sparsity Search via Weight Sharing within Filters—0
The geometry of integration in text classification RNNsCode0
MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image AnalysisCode2
Graph embedding using multi-layer adjacent point merging model—0
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports—0
Improving Text Relationship Modeling with Artificial Data—0
Spatio-temporal encoding improves neuromorphic tactile texture classification—0
Selective Classification Can Magnify Disparities Across GroupsCode0
Enhanced Classification Accuracy for Cardiotocogram Data with Ensemble Feature Selection and Classifier Ensemble—0
Emotion recognition by fusing time synchronous and time asynchronous representations—0
Fine-grained Information Status Classification Using Discourse Context-Aware BERTCode1
Real-Time Edge Classification: Optimal Offloading under Token Bucket ConstraintsCode0
Asymptotic Behavior of Adversarial Training in Binary Classification—0
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All datasetsXORirisActivityFashion-MNISTISOLETMice ProteinMNISTWine

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1—Unverified
2RFAccuracy92.96—Unverified
3CARTAccuracy92.82—Unverified
4LDAAccuracy77.22—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified
2XBNETAccuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified