SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 12901–12950 of 14581 papers

TitleStatusHype
Semi-Stacking for Semi-supervised Sentiment Classification—0
Topic-Based Chinese Message Polarity Classification System at SIGHAN8-Task2—0
Representing data by sparse combination of contextual data points for classification—0
Classification of Research Citations (CRC)—0
Learning Single Index Models in High Dimensions—0
Discovering Characteristic Landmarks on Ancient Coins using Convolutional Networks—0
A Large-Scale Car Dataset for Fine-Grained Categorization and VerificationCode0
Learning to Detect Blue-white Structures in Dermoscopy Images with Weak Supervision—0
Automatic Channel Network Extraction from Remotely Sensed Images by Singularity Analysis—0
Efficient and Parsimonious Agnostic Active Learning—0
S2: An Efficient Graph Based Active Learning Algorithm with Application to Nonparametric Classification—0
Occam's Gates—0
Spectral Collaborative Representation based Classification for Hand Gestures recognition on Electromyography Signals—0
Bag-of-Features Image Indexing and Classification in Microsoft SQL Server Relational Database—0
Convolutional networks and learning invariant to homogeneous multiplicative scalings—0
AttentionNet: Aggregating Weak Directions for Accurate Object Detection—0
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling—0
Network Representation Learning with Rich Text InformationCode0
Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingCode0
Efficient Learning for Undirected Topic Models—0
Detection and Analysis of Emotion From Speech Signals—0
Pose Estimation Based on 3D Models—0
CO2 Forest: Improved Random Forest by Continuous Optimization of Oblique Splits—0
A Spatial Layout and Scale Invariant Feature Representation for Indoor Scene Classification—0
A hybrid algorithm for Bayesian network structure learning with application to multi-label learningCode0
Feature Selection for Ridge Regression with Provable Guarantees—0
Discovering Hidden Factors of Variation in DeepNetworks—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
Histopathological Image Classification using Discriminative Feature-oriented Dictionary LearningCode0
Time Series Classification using the Hidden-Unit Logistic Model—0
Using Hankel Matrices for Dynamics-based Facial Emotion Recognition and Pain Detection—0
Re-scale AdaBoost for Attack Detection in Collaborative Filtering Recommender Systems—0
Multi-path Convolutional Neural Networks for Complex Image ClassificationCode0
Encog: Library of Interchangeable Machine Learning Models for Java and C#—0
Convex Risk Minimization and Conditional Probability Estimation—0
Deep Secure Encoding: An Application to Face Recognition—0
Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms—0
Place classification with a graph regularized deep neural network model—0
Search Strategies for Binary Feature Selection for a Naive Bayes Classifier—0
On the properties of variational approximations of Gibbs posteriors—0
Sparse Proteomics Analysis - A compressed sensing-based approach for feature selection and classification of high-dimensional proteomics mass spectrometry data—0
Random Maxout Features—0
Entity-Specific Sentiment Classification of Yahoo News Comments—0
On-the-Job Learning with Bayesian Decision TheoryCode0
On the Interpretability of Conditional Probability Estimates in the Agnostic Setting—0
An Ensemble method for Content Selection for Data-to-text Systems—0
Estimating Posterior Ratio for Classification: Transfer Learning from Probabilistic Perspective—0
Convergence Rates of Active Learning for Maximum Likelihood Estimation—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
1XBNETAccuracy100—Unverified
2MONT3Accuracy100—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4—Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6—Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100—Unverified