SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 11501–11550 of 14581 papers

TitleStatusHype
Efficiency of active learning for the allocation of workers on crowdsourced classification tasks—0
K-Nearest Neighbor Classification Using Anatomized Data—0
Mixed context networks for semantic segmentation—0
Statistical Learning Theory Approach for Data Classification with l-diversity—0
Improving Covariance-Regularized Discriminant Analysis for EHR-based Predictive Analytics of Diseases—0
Shape-based defect classification for Non Destructive Testing—0
From Traditional to Modern : Domain Adaptation for Action Classification in Short Social Video Clips—0
Decision Tree Classification on Outsourced Data—0
M2CAI Workflow Challenge: Convolutional Neural Networks with Time Smoothing and Hidden Markov Model for Video Frames ClassificationCode0
AutoGP: Exploring the Capabilities and Limitations of Gaussian Process Models—0
Membership Inference Attacks against Machine Learning ModelsCode0
Wind ramp event prediction with parallelized Gradient Boosted Regression Trees—0
Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification—0
Encoding the Local Connectivity Patterns of fMRI for Cognitive State Classification—0
Efficient Metric Learning for the Analysis of Motion DataCode0
Dynamic Stacked Generalization for Node Classification on Networks—0
Incremental One-Class Models for Data Classification—0
Similarity Learning for Time Series Classification—0
Generalization of metric classification algorithms for sequences classification and labelling—0
Mixed Neural Network Approach for Temporal Sleep Stage Classification—0
A Harmonic Mean Linear Discriminant Analysis for Robust Image Classification—0
Are Accuracy and Robustness Correlated?—0
Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation—0
Semi-Supervised Active Learning for Support Vector Machines: A Novel Approach that Exploits Structure Information in Data—0
Assessing Threat of Adversarial Examples on Deep Neural Networks—0
Bank Card Usage Prediction Exploiting Geolocation Information—0
Optimistic Semi-supervised Least Squares Classification—0
Semi-supervised Discovery of Informative Tweets During the Emerging Disasters—0
Post Selection Inference with Kernels—0
Minimax Filter: Learning to Preserve Privacy from Inference AttacksCode0
Supervised Term Weighting Metrics for Sentiment Analysis in Short Text—0
EM-Based Mixture Models Applied to Video Event Detection—0
Deep Pyramidal Residual NetworksCode0
Correlation-Based Method for Sentiment Classification—0
Variance-based regularization with convex objectivesCode0
Equality of Opportunity in Supervised LearningCode1
Automated Detection of Individual Micro-calcifications from Mammograms using a Multi-stage Cascade Approach—0
Morphology Generation for Statistical Machine Translation using Deep Learning Techniques—0
Temporal Ensembling for Semi-Supervised LearningCode0
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based LocalizationCode1
ILGNet: Inception Modules with Connected Local and Global Features for Efficient Image Aesthetic Quality Classification using Domain AdaptationCode0
Effective Classification of MicroRNA Precursors Using Combinatorial Feature Mining and AdaBoost Algorithms—0
Adaptive Online Sequential ELM for Concept Drift Tackling—0
A Methodology for Customizing Clinical Tests for Esophageal Cancer based on Patient Preferences—0
A Robust Framework for Classifying Evolving Document Streams in an Expert-Machine-Crowd Setting—0
Combining Generative and Discriminative Neural Networks for Sleep Stages Classification—0
Sequence-based Sleep Stage Classification using Conditional Neural Fields—0
Multiple Regularizations Deep Learning for Paddy Growth Stages Classification from LANDSAT-8—0
Places: An Image Database for Deep Scene Understanding—0
Understanding intermediate layers using linear classifier probesCode0
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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