SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 12901–12950 of 14581 papers

TitleStatusHype
Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingCode0
Detection and Analysis of Emotion From Speech Signals—0
Strategic ClassificationCode1
Pose Estimation Based on 3D Models—0
CO2 Forest: Improved Random Forest by Continuous Optimization of Oblique Splits—0
A hybrid algorithm for Bayesian network structure learning with application to multi-label learningCode0
A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification—0
Discovering Hidden Factors of Variation in DeepNetworks—0
Feature Selection for Ridge Regression with Provable Guarantees—0
Decoupled Deep Neural Network for Semi-supervised Semantic SegmentationCode0
Emotion Analysis of Songs Based on Lyrical and Audio Features—0
Deep Convolutional Networks on Graph-Structured DataCode0
Using Hankel Matrices for Dynamics-based Facial Emotion Recognition and Pain Detection—0
Time Series Classification using the Hidden-Unit Logistic Model—0
Histopathological Image Classification using Discriminative Feature-oriented Dictionary LearningCode0
Encog: Library of Interchangeable Machine Learning Models for Java and C#—0
Convex Risk Minimization and Conditional Probability Estimation—0
Re-scale AdaBoost for Attack Detection in Collaborative Filtering Recommender Systems—0
Multi-path Convolutional Neural Networks for Complex Image ClassificationCode0
Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms—0
Deep Secure Encoding: An Application to Face Recognition—0
Search Strategies for Binary Feature Selection for a Naive Bayes Classifier—0
On the properties of variational approximations of Gibbs posteriors—0
Place classification with a graph regularized deep neural network model—0
Random Maxout Features—0
Entity-Specific Sentiment Classification of Yahoo News Comments—0
Sparse Proteomics Analysis - A compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data—0
BoWFire: Detection of Fire in Still Images by Integrating Pixel Color and Texture AnalysisCode1
On-the-Job Learning with Bayesian Decision TheoryCode0
An Ensemble method for Content Selection for Data-to-text Systems—0
Estimating Posterior Ratio for Classification: Transfer Learning from Probabilistic Perspective—0
On the Interpretability of Conditional Probability Estimates in the Agnostic Setting—0
SVM and ELM: Who Wins? Object Recognition with Deep Convolutional Features from ImageNet—0
Reflection Invariance: an important consideration of image orientation—0
Convergence Rates of Active Learning for Maximum Likelihood Estimation—0
Interpretable Selection and Visualization of Features and Interactions Using Bayesian ForestsCode0
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep LearningCode1
Classification and regression using an outer approximation projection-gradient method—0
Gene selection for cancer classification using a hybrid of univariate and multivariate feature selection methods—0
Global Gene Expression Analysis Using Machine Learning Methods—0
Semidefinite and Spectral Relaxations for Multi-Label Classification—0
An Average Classification Algorithm—0
Classification with many classes: challenges and pluses—0
Hyperspectral Image Classification and Clutter Detection via Multiple Structural Embeddings and Dimension Reductions—0
Recognition of Changes in SAR Images Based on Gauss-Log Ratio and MRFFCM—0
Soft Computing Techniques for Change Detection in remotely sensed images : A Review—0
Classification de texte enrichie \`a l'aide de motifs s\'equentiels—0
Classification d'entit\'es nomm\'ees de type film—0
Caract\'eriser les discours acad\'emiques et de vulgarisation : quelles propri\'et\'es ?—0
Automatic Classification of the ``De'' Word Usage for Chinese as a Foreign Language—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