SOTAVerified

General Classification

Algorithms trying to solve the general task of classification.

Papers

Showing 77517800 of 14581 papers

TitleStatusHype
On Recursive Edit Distance Kernels with Application to Time Series Classification0
On Reject and Refine Options in Multicategory Classification0
On Self-Supervised Image Representations for GAN Evaluation0
On semi-supervised learning0
On Single-environment Extrapolations in Graph Classification and Regression Tasks0
On Singleton Arc Consistency for CSPs Defined by Monotone Patterns0
On Stopwords, Filtering and Data Sparsity for Sentiment Analysis of Twitter0
On Study of the Binarized Deep Neural Network for Image Classification0
On Technical Trading and Social Media Indicators in Cryptocurrencies' Price Classification Through Deep Learning0
On Ternary Coding and Three-Valued Logic0
On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks0
Challenging the adversarial robustness of DNNs based on error-correcting output codes0
On the Application of Generic Summarization Algorithms to Music0
On the Bayes-optimality of F-measure maximizers0
On the benefits of output sparsity for multi-label classification0
On the boosting ability of top-down decision tree learning algorithm for multiclass classification0
On the Calibration of Nested Dichotomies for Large Multiclass Tasks0
On The Classification-Distortion-Perception Tradeoff0
On the Compressive Power of Deep Rectifier Networks for High Resolution Representation of Class Boundaries0
On the Consistency of Ordinal Regression Methods0
On the Consistency of Top-k Surrogate Losses0
On The Construction of Extreme Learning Machine for Online and Offline One-Class Classification - An Expanded Toolbox0
On the contribution of word embeddings to temporal relation classification0
On the CVP for the root lattices via folding with deep ReLU neural networks0
On the Design of Loss Functions for Classification: theory, robustness to outliers, and SavageBoost0
On the dissection of degenerate cosmologies with machine learning0
On the effectiveness of feature set augmentation using clusters of word embeddings0
On the Effect of Suboptimal Estimation of Mutual Information in Feature Selection and Classification0
On the Effect of Word Order on Cross-lingual Sentiment Analysis0
On the Effects of Pseudo and Quantum Random Number Generators in Soft Computing0
On the Efficient Minimization of Classification Calibrated Surrogates0
On the equivalence between Kolmogorov-Smirnov and ROC curve metrics for binary classification0
On the Equivalence between Online and Private Learnability beyond Binary Classification0
On the Evaluation of Dialogue Systems with Next Utterance Classification0
On the Evaluation of Prohibited Item Classification and Detection in Volumetric 3D Computed Tomography Baggage Security Screening Imagery0
On the exact minimization of saturated loss functions for robust regression and subspace estimation0
On-the-Fly Joint Feature Selection and Classification0
On the generalization of bayesian deep nets for multi-class classification0
On the Generalization of the C-Bound to Structured Output Ensemble Methods0
On the Hardness of Robust Classification0
On the Importance of 3D Surface Information for Remote Sensing Classification Tasks0
On the Importance of Attention in Meta-Learning for Few-Shot Text Classification0
On the Importance of Normalisation Layers in Deep Learning with Piecewise Linear Activation Units0
On the importance of normative data in speech-based assessment0
An Optimization and Generalization Analysis for Max-Pooling Networks0
On the Inference of Soft Biometrics from Typing Patterns Collected in a Multi-device Environment0
On the Interpretability of Conditional Probability Estimates in the Agnostic Setting0
On the Learning Dynamics of Deep Neural Networks0
On the Modeling of Error Functions as High Dimensional Landscapes for Weight Initialization in Learning Networks0
On the Optimality of Classifier Chain for Multi-label Classification0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1KNNAccuracy93.1Unverified
2RFAccuracy92.96Unverified
3CARTAccuracy92.82Unverified
4LDAAccuracy77.22Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified
2XBNETAccuracy100Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy42Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy67.7Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy68.5Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy13.4Unverified
#ModelMetricClaimedVerifiedStatus
1CAEAccuracy90.6Unverified
#ModelMetricClaimedVerifiedStatus
1MONT3Accuracy100Unverified