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General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 12401–12450 of 14581 papers

TitleStatusHype
Unsupervised adversarial domain adaptation for acoustic scene classificationCode0
Molecule Property Prediction and Classification with Graph HypernetworksCode0
Quadratic GCN for Graph ClassificationCode0
The Regression Tsetlin Machine: A Tsetlin Machine for Continuous Output ProblemsCode0
MFAS: Multimodal Fusion Architecture SearchCode0
The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image ClassificationCode0
Unsupervised Adversarial Domain Adaptation Based On The Wasserstein Distance For Acoustic Scene ClassificationCode0
Style Augmentation: Data Augmentation via Style RandomizationCode0
Molding CNNs for text: non-linear, non-consecutive convolutionsCode0
Quantifying contribution and propagation of error from computational steps, algorithms and hyperparameter choices in image classification pipelinesCode0
Lyrics-Based Music Genre Classification Using a Hierarchical Attention NetworkCode0
Modular Multimodal Architecture for Document ClassificationCode0
Lung Nodule Classification using Deep Local-Global NetworksCode0
Unsupervised and Semi-supervised Learning with Categorical Generative Adversarial NetworksCode0
Quantifying Similarity between Relations with Fact DistributionCode0
StyPath: Style-Transfer Data Augmentation For Robust Histology Image ClassificationCode0
Quantifying the Alignment of Graph and Features in Deep LearningCode0
Network classification with applications to brain connectomicsCode0
Subcategory-aware Convolutional Neural Networks for Object Proposals and DetectionCode0
QCBA: Improving Rule Classifiers Learned from Quantitative Data by Recovering Information Lost by DiscretisationCode0
W-Net: A CNN-based Architecture for White Blood Cells Image ClassificationCode0
On Geodesic Distances and Contextual Embedding Compression for Text ClassificationCode0
Transfer Learning of Artist Group Factors to Musical Genre ClassificationCode0
Quantized Convolutional Neural Networks for Mobile DevicesCode0
Quantum algorithms for SVD-based data representation and analysisCode0
Unsupervised and Supervised Learning with the Random Forest Algorithm for Traffic Scenario Clustering and ClassificationCode0
Quantum Circuit Design SearchCode0
Transfer Learning Robustness in Multi-Class Categorization by Fine-Tuning Pre-Trained Contextualized Language ModelsCode0
Network-based protein structural classificationCode0
NELEC at SemEval-2019 Task 3: Think Twice Before Going DeepCode0
WonDerM: Skin Lesion Classification with Fine-tuned Neural NetworksCode0
Quantum Ensemble for ClassificationCode0
Link Prediction via Higher-Order Motif FeaturesCode0
Word-Class Embeddings for Multiclass Text ClassificationCode0
Mutual Information Maximization in Graph Neural NetworksCode0
Negative Sampling Improves Hypernymy Extraction Based on Projection LearningCode0
Modified Distribution Alignment for Domain Adaptation with Pre-trained Inception ResNetCode0
Hierarchical Graph Convolutional Networks for Semi-supervised Node ClassificationCode0
Quantum One-class Classification With a Distance-based ClassifierCode0
Utilizing a Transparency-driven Environment toward Trusted Automatic Genre Classification: A Case Study in Journalism HistoryCode0
Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentenceCode0
On Generation of Adversarial Examples using Convex ProgrammingCode0
QUARC: Quaternion Multi-Modal Fusion Architecture For Hate Speech ClassificationCode0
QuasarNET: Human-level spectral classification and redshifting with Deep Neural NetworksCode0
Utilizing Class Information for Deep Network Representation ShapingCode0
Quasi-Newton Methods for Machine Learning: Forget the Past, Just SampleCode0
On Fairness and CalibrationCode0
Transformation Networks for Target-Oriented Sentiment ClassificationCode0
Transformation of Dense and Sparse Text RepresentationsCode0
Subspace-Based Feature Fusion From Hyperspectral And Multispectral Image For Land Cover ClassificationCode0
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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