SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 5851–5875 of 14581 papers

TitleStatusHype
Asymmetric Impurity Functions, Class Weighting, and Optimal Splits for Binary Classification Trees—0
A Complete Classification of the Complexity and Rewritability of Ontology-Mediated Queries based on the Description Logic EL—0
Optical Transient Object Classification in Wide Field Small Aperture Telescopes with Neural Networks—0
Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical ApplicationsCode0
"Why Should You Trust My Explanation?" Understanding Uncertainty in LIME Explanations—0
New optimization algorithms for neural network training using operator splitting techniques—0
Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms—0
Solo or Ensemble? Choosing a CNN Architecture for Melanoma ClassificationCode0
Classification and Detection in Mammograms with Weak Supervision via Dual Branch Deep Neural Net—0
Domain Agnostic Learning with Disentangled RepresentationsCode0
Forget the Learning Rate, Decay Loss—0
Sentiment Classification using N-gram IDF and Automated Machine Learning—0
Towards Recognizing Phrase Translation Processes: Experiments on English-FrenchCode0
Collage Inference: Using Coded Redundancy for Low Variance Distributed Image Classification—0
Analysis of Confident-Classifiers for Out-of-distribution DetectionCode0
Distributed Classification of Urban Congestion Using VANET—0
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine LearningCode0
Statistical feature embedding for heart sound classification—0
Classification from Pairwise Similarities/Dissimilarities and Unlabeled Data via Empirical Risk Minimization—0
Relevant features for Gender Classification in NIR Periocular Images—0
Weighted second-order cone programming twin support vector machine for imbalanced data classification—0
DynamoNet: Dynamic Action and Motion Network—0
Attention-based Transfer Learning for Brain-computer Interface—0
Combining Anatomical and Functional Networks for Neuropathology Identification: A Case Study on Autism Spectrum Disorder—0
Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers—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