SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 5626–5650 of 14581 papers

TitleStatusHype
The Logistic Network Lasso—0
The Mahalanobis distance for functional data with applications to classification—0
The Max-Cut Decision Tree: Improving on the Accuracy and Running Time of Decision Trees—0
The More You Know: Using Knowledge Graphs for Image Classification—0
The Multi-engine ASP Solver ME-ASP: Progress Report—0
The Nataf-Beta Random Field Classifier: An Extension of the Beta Conjugate Prior to Classification Problems—0
The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs—0
The Offset Tree for Learning with Partial Labels—0
The Oracle of DLphi—0
Theoretical Analysis of Adversarial Learning: A Minimax Approach—0
Theoretical and Experimental Analyses of Tensor-Based Regression and Classification—0
Theoretical bounds on data requirements for the ray-based classification—0
Theoretical Foundations of Forward Feature Selection Methods based on Mutual Information—0
Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View—0
Theory of Deep Learning III: explaining the non-overfitting puzzle—0
Theory of Dual-sparse Regularized Randomized Reduction—0
Theory of Optimizing Pseudolinear Performance Measures: Application to F-measure—0
Theory of Parameter Control for Discrete Black-Box Optimization: Provable Performance Gains Through Dynamic Parameter Choices—0
The Pessimistic Limits and Possibilities of Margin-based Losses in Semi-supervised Learning—0
The phonetic bases of vocal expressed emotion: natural versus acted—0
The Player Kernel: Learning Team Strengths Based on Implicit Player Contributions—0
The Power of Communities: A Text Classification Model with Automated Labeling Process Using Network Community Detection—0
The Power of Ensembles for Active Learning in Image Classification—0
The Prediction Advantage: A Universally Meaningful Performance Measure for Classification and Regression—0
The price of bandit information in multiclass online classification—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