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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 1501–1525 of 14581 papers

TitleStatusHype
Coherent Hierarchical Multi-Label Classification NetworksCode1
Line Graph Neural Networks for Link PredictionCode1
A semi-supervised autoencoder framework for joint generation and classification of breathing—0
Lung Nodule Classification Using Biomarkers, Volumetric Radiomics and 3D CNNs—0
Sufficient dimension reduction for classification using principal optimal transport directionCode0
DeepReflecs: Deep Learning for Automotive Object Classification with Radar Reflections—0
Multiclass Wound Image Classification using an Ensemble Deep CNN-based ClassifierCode0
Cold-start Active Learning through Self-supervised Language ModelingCode1
The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation ClassificationCode1
Stationary Activations for Uncertainty Calibration in Deep LearningCode1
Exploiting Context for Robustness to Label Noise in Active Learning—0
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire DetectionCode1
Multi-task Learning of Negation and Speculation for Targeted Sentiment ClassificationCode0
Extracting Signals of Higgs Boson From Background Noise Using Deep Neural Networks—0
Estimating Sleep & Work Hours from Alternative Data by Segmented Functional Classification Analysis (SFCA)—0
Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization—0
ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease—0
A Comparative Study on Efficiencies of Variants of Convolutional Neural Networks based on Image Classification TaskCode0
TopicBERT for Energy Efficient Document ClassificationCode1
Closed-Loop Neural Interfaces with Embedded Machine Learning—0
CXP949 at WNUT-2020 Task 2: Extracting Informative COVID-19 Tweets -- RoBERTa Ensembles and The Continued Relevance of Handcrafted FeaturesCode0
Selective Classification via One-Sided PredictionCode0
Melody Classification based on Performance Event Vector and BRNN—0
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label GraphsCode1
Minimax Classification with 0-1 Loss and Performance GuaranteesCode1
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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