Cover Image

Multiclass threshold-based classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Marchetti, Francesco, Legnaro, Edoardo, Guastavino, Sabrina
Format:	Preprint
Published:	2025
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Multiclass threshold-based classification and model evaluation
by: Legnaro, Edoardo, et al.
Published: (2025)

The Multiclass Score-Oriented Loss (MultiSOL) on the Simplex
by: Marchetti, Francesco, et al.
Published: (2025)

Feature Understanding and Sparsity Enhancement via 2-Layered kernel machines (2L-FUSE)
by: Camattari, Fabiana, et al.
Published: (2025)

Greedy feature selection: Classifier-dependent feature selection via greedy methods
by: Camattari, Fabiana, et al.
Published: (2024)

Artificial Intelligence Could Have Predicted All Space Weather Events Associated with the May 2024 Superstorm
by: Guastavino, Sabrina, et al.
Published: (2025)

Deep Learning for Active Region Classification: A Systematic Study from Convolutional Neural Networks to Vision Transformers
by: Legnaro, Edoardo, et al.
Published: (2024)

Weak convergence rates for spectral regularization via sampling inequalities
by: Guastavino, Sabrina, et al.
Published: (2025)

Physics-informed features in supervised machine learning
by: Lampani, Margherita, et al.
Published: (2025)

Multiclass ROC
by: Wang, Liang, et al.
Published: (2024)

On the Computability of Multiclass PAC Learning
by: Gourdeau, Pascale, et al.
Published: (2025)

Multiclass Transductive Online Learning
by: Hanneke, Steve, et al.
Published: (2024)

Regularization and Optimal Multiclass Learning
by: Asilis, Julian, et al.
Published: (2023)

A Margin-based Multiclass Generalization Bound via Geometric Complexity
by: Munn, Michael, et al.
Published: (2024)

A Multiclass ROC Curve
by: Giudici, Paolo, et al.
Published: (2025)

MISS: Multiclass Interpretable Scoring Systems
by: Grzeszczyk, Michal K., et al.
Published: (2024)

Universal Multiclass Transductive Online Learning
by: Hanneke, Steve, et al.
Published: (2026)

Kernel Density Estimation for Multiclass Quantification
by: Moreo, Alejandro, et al.
Published: (2023)

Private Federated Multiclass Post-hoc Calibration
by: Maddock, Samuel, et al.
Published: (2025)

The Optimal Sample Complexity of Multiclass and List Learning
by: Pabbaraju, Chirag
Published: (2026)

Beyond Bandit Feedback in Online Multiclass Classification
by: van der Hoeven, Dirk, et al.
Published: (2021)

Optimal Multiclass U-Calibration Error and Beyond
by: Luo, Haipeng, et al.
Published: (2024)

Multiclass Online Learnability under Bandit Feedback
by: Raman, Ananth, et al.
Published: (2023)

Unified Binary and Multiclass Margin-Based Classification
by: Wang, Yutong, et al.
Published: (2023)

Fast Gauss-Newton for Multiclass Cross-Entropy
by: Korbit, Mikalai, et al.
Published: (2026)

Secular dynamics and the lifetimes of lunar artificial satellites under natural force-driven orbital evolution
by: Legnaro, Edoardo, et al.
Published: (2024)

Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs
by: Filmus, Yuval, et al.
Published: (2024)

The Implicit Bias of Gradient Descent on Separable Multiclass Data
by: Ravi, Hrithik, et al.
Published: (2024)

Wasserstein Distributionally Robust Multiclass Support Vector Machine
by: Ibrahim, Michael, et al.
Published: (2024)

Comparing Multiclass Classification Algorithms for Financial Distress Prediction
by: Zambare, Noopur, et al.
Published: (2023)

Scalable Utility-Aware Multiclass Calibration
by: Hegazy, Mahmoud, et al.
Published: (2025)

Disparate Conditional Prediction in Multiclass Classifiers
by: Sabato, Sivan, et al.
Published: (2022)

Characterizing the Multiclass Learnability of Forgiving 0-1 Loss Functions
by: Trauger, Jacob, et al.
Published: (2025)

Simplex-to-Euclidean Bijection for Conjugate and Calibrated Multiclass Gaussian Process
by: Williams, Bernardo, et al.
Published: (2026)

Efficient and Noise-Tolerant PAC Learning of Multiclass Linear Classifiers
by: Adhikari, Rita, et al.
Published: (2026)

Precise Asymptotic Generalization for Multiclass Classification with Overparameterized Linear Models
by: Wu, David X., et al.
Published: (2023)

Multiclass Local Calibration with the Jensen-Shannon Distance
by: Barbera, Cesare, et al.
Published: (2025)

Understanding Aggregations of Proper Learners in Multiclass Classification
by: Asilis, Julian, et al.
Published: (2024)

The Sample Complexity of Multiclass and Sparse Contextual Bandits
by: Erez, Liad, et al.
Published: (2026)

The Real Price of Bandit Information in Multiclass Classification
by: Erez, Liad, et al.
Published: (2024)

Fast Rates for Bandit PAC Multiclass Classification
by: Erez, Liad, et al.
Published: (2024)