SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

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Showing 13901–13950 of 14581 papers

TitleStatusHype
Classification of Human Ventricular Arrhythmia in High Dimensional Representation Spaces—0
A Comparative Evaluation of Curriculum Learning with Filtering and Boosting—0
Network In NetworkCode0
A MapReduce based distributed SVM algorithm for binary classification—0
Classifiers With a Reject Option for Early Time-Series Classification—0
ECOC-Based Training of Neural Networks for Face Recognition—0
An Extensive Evaluation of Filtering Misclassified Instances in Supervised Classification Tasks—0
Sparse Matrix-based Random Projection for Classification—0
Automated Classification of L/R Hand Movement EEG Signals using Advanced Feature Extraction and Machine Learning—0
Kernel-based Distance Metric Learning in the Output Space—0
Multi-Task Classification Hypothesis Space with Improved Generalization Bounds—0
Modeling Suspicious Email Detection using Enhanced Feature Selection—0
Interpreting random forest classification models using a feature contribution method—0
Unsupervised Feature Learning for Classification of Outdoor 3D Scans—0
SpeedMachines: Anytime Structured Prediction—0
The Law of Total Odds—0
Sensing-Aware Kernel SVM—0
Multi-Prediction Deep Boltzmann Machines—0
Σ-Optimality for Active Learning on Gaussian Random Fields—0
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation—0
Statistical Active Learning Algorithms—0
Scalable kernels for graphs with continuous attributes—0
Robust Bloom Filters for Large MultiLabel Classification Tasks—0
One-shot learning by inverting a compositional causal process—0
On Flat versus Hierarchical Classification in Large-Scale Taxonomies—0
Action is in the Eye of the Beholder: Eye-gaze Driven Model for Spatio-Temporal Action Localization—0
Direct 0-1 Loss Minimization and Margin Maximization with Boosting—0
Decision Jungles: Compact and Rich Models for Classification—0
Deep Neural Networks for Object Detection—0
Information-theoretic lower bounds for distributed statistical estimation with communication constraints—0
Learning with Noisy Labels—0
Automatic Climate Classification of Environmental Science Literature—0
Learning a Deep Compact Image Representation for Visual Tracking—0
It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals—0
Learning Stochastic Feedforward Neural Networks—0
Deep Fisher Networks for Large-Scale Image Classification—0
Learning from Limited Demonstrations—0
Learning Kernels Using Local Rademacher Complexity—0
Heterogeneous-Neighborhood-based Multi-Task Local Learning Algorithms—0
Generalized Random Utility Models with Multiple Types—0
Discriminative Transfer Learning with Tree-based Priors—0
Improving Texture Categorization with Biologically Inspired Filtering—0
One-Class Classification: Taxonomy of Study and Review of Techniques—0
Image forgery detection based on the fusion of machine learning and block-matching methods—0
Color and Shape Content Based Image Classification using RBF Network and PSO Technique: A Survey—0
Double Ramp Loss Based Reject Option Classifier—0
Robust Vertex Classification—0
PANDA: Pose Aligned Networks for Deep Attribute ModelingCode0
Leaf Classification Using Shape, Color, and Texture Features—0
Comparative Study Of Image Edge Detection Algorithms—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