Interpretable classifiers for tabular data via discretization and feature selection
Fuente:
arXiv
Guardado en:
| Autores principales: | Jaakkola, Reijo, Janhunen, Tomi, Kuusisto, Antti, Rankooh, Masood Feyzbakhsh, Vilander, Miikka |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Globally Interpretable Classifiers via Boolean Formulas with Dynamic Propositions
por: Jaakkola, Reijo, et al.
Publicado: (2024)
por: Jaakkola, Reijo, et al.
Publicado: (2024)
Description Complexity of Unary Structures in First-Order Logic with Links to Entropy
por: Jaakkola, Reijo, et al.
Publicado: (2024)
por: Jaakkola, Reijo, et al.
Publicado: (2024)
Why this and not that? A Logic-based Framework for Contrastive Explanations
por: Geibinger, Tobias, et al.
Publicado: (2025)
por: Geibinger, Tobias, et al.
Publicado: (2025)
Logic interpretations of ANN partition cells
por: Schmitt, Ingo
Publicado: (2024)
por: Schmitt, Ingo
Publicado: (2024)
On the Power and Limitations of Examples for Description Logic Concepts
por: Cate, Balder ten, et al.
Publicado: (2024)
por: Cate, Balder ten, et al.
Publicado: (2024)
Uncovering Bugs in Formal Explainers: A Case Study with PyXAI
por: Huang, Xuanxiang, et al.
Publicado: (2025)
por: Huang, Xuanxiang, et al.
Publicado: (2025)
A Coq-based Axiomatization of Tarski's Mereogeometry
por: Barlatier, Patrick, et al.
Publicado: (2025)
por: Barlatier, Patrick, et al.
Publicado: (2025)
A Sequent Calculus for General Inductive Definitions
por: Eede, Robbe Van den, et al.
Publicado: (2026)
por: Eede, Robbe Van den, et al.
Publicado: (2026)
Locality in Residuated-Lattice Structures
por: Carr, James
Publicado: (2025)
por: Carr, James
Publicado: (2025)
Degree-preserving Godel logics with an involution: intermediate logics and (ideal) paraconsistency
por: Coniglio, M. E., et al.
Publicado: (2026)
por: Coniglio, M. E., et al.
Publicado: (2026)
Modal Logics -- RNmatrices vs. Nmatrices
por: Coniglio, Marcelo E., et al.
Publicado: (2024)
por: Coniglio, Marcelo E., et al.
Publicado: (2024)
Robust Computation Tree Logic
por: Nayak, Satya Prakash, et al.
Publicado: (2022)
por: Nayak, Satya Prakash, et al.
Publicado: (2022)
On Angels and Demons: Strategic (De)Construction of Dynamic Models
por: Catta, Davide, et al.
Publicado: (2026)
por: Catta, Davide, et al.
Publicado: (2026)
LLM-FACETS: A Privacy-Preserving Framework for Evaluating LLM Transparency and Accountability
por: Lucas, Tom, et al.
Publicado: (2026)
por: Lucas, Tom, et al.
Publicado: (2026)
Comparing State-Representations for DEL Model Checking
por: Behnke, Gregor, et al.
Publicado: (2025)
por: Behnke, Gregor, et al.
Publicado: (2025)
Changing the Rules of the Game: Reasoning about Dynamic Phenomena in Multi-Agent Systems
por: Galimullin, Rustam, et al.
Publicado: (2025)
por: Galimullin, Rustam, et al.
Publicado: (2025)
Denotational Semantics for ODRL: Knowledge-Based Constraint Conflict Detection
por: Mustafa, Daham, et al.
Publicado: (2026)
por: Mustafa, Daham, et al.
Publicado: (2026)
An Incremental MaxSAT-based Model to Learn Interpretable and Balanced Classification Rules
por: Júnior, Antônio Carlos Souza Ferreira, et al.
Publicado: (2024)
por: Júnior, Antônio Carlos Souza Ferreira, et al.
Publicado: (2024)
SPARQL in N3: SPARQL CONSTRUCT as a rule language for the Semantic Web (Extended Version)
por: Arndt, Dörthe, et al.
Publicado: (2025)
por: Arndt, Dörthe, et al.
Publicado: (2025)
A SHACL-based Data Consistency Solution for Contract Compliance Verification (Extended Paper)
por: David, Robert, et al.
Publicado: (2025)
por: David, Robert, et al.
Publicado: (2025)
TPTP World Infrastructure for Non-classical Logics
por: Steen, Alexander, et al.
Publicado: (2025)
por: Steen, Alexander, et al.
Publicado: (2025)
I Would If I Could: Reasoning about Dynamics of Actions in Multi-Agent Systems
por: Galimullin, Rustam, et al.
Publicado: (2026)
por: Galimullin, Rustam, et al.
Publicado: (2026)
Logic-based Explanations for Linear Support Vector Classifiers with Reject Option
por: Filho, Francisco Mateus Rocha, et al.
Publicado: (2024)
por: Filho, Francisco Mateus Rocha, et al.
Publicado: (2024)
Probabilities of the Third Type: Statistical Relational Learning and Reasoning with Relative Frequencies
por: Weitkämper, Felix
Publicado: (2022)
por: Weitkämper, Felix
Publicado: (2022)
Verification of Unbounded Client-Server Systems with Distinguishable Clients
por: Phawade, Ramchandra, et al.
Publicado: (2026)
por: Phawade, Ramchandra, et al.
Publicado: (2026)
Neural networks as fuzzy logic formulas
por: Heiman, Damian, et al.
Publicado: (2026)
por: Heiman, Damian, et al.
Publicado: (2026)
Definite Descriptions and Hybrid Tense Logic
por: Indrzejczak, Andrzej, et al.
Publicado: (2024)
por: Indrzejczak, Andrzej, et al.
Publicado: (2024)
Varieties of Distributed Knowledge
por: Galimullin, Rustam, et al.
Publicado: (2025)
por: Galimullin, Rustam, et al.
Publicado: (2025)
Automated Circuit Interpretation via Probe Prompting
por: Birardi, Giuseppe
Publicado: (2025)
por: Birardi, Giuseppe
Publicado: (2025)
Goal-Driven Query Answering over First- and Second-Order Dependencies with Equality
por: Tsamoura, Efthymia, et al.
Publicado: (2024)
por: Tsamoura, Efthymia, et al.
Publicado: (2024)
Unique Characterisability and Learnability of Temporal Queries Mediated by an Ontology
por: Jung, Jean Christoph, et al.
Publicado: (2023)
por: Jung, Jean Christoph, et al.
Publicado: (2023)
Understanding Boolean Function Learnability on Deep Neural Networks: PAC Learning Meets Neurosymbolic Models
por: Nicolau, Marcio, et al.
Publicado: (2020)
por: Nicolau, Marcio, et al.
Publicado: (2020)
Provably Correct Systems: Community, connections, and citations
por: Bowen, Jonathan P.
Publicado: (2015)
por: Bowen, Jonathan P.
Publicado: (2015)
Sutra: Tensor-Op RNNs as a Compilation Target for Vector Symbolic Architectures
por: Leonhart, Emma
Publicado: (2026)
por: Leonhart, Emma
Publicado: (2026)
A Proof System with Causal Labels (Part II): checking Counterfactual Fairness
por: Ceragioli, Leonardo, et al.
Publicado: (2025)
por: Ceragioli, Leonardo, et al.
Publicado: (2025)
A Proof System with Causal Labels (Part I): checking Individual Fairness and Intersectionality
por: Ceragioli, Leonardo, et al.
Publicado: (2025)
por: Ceragioli, Leonardo, et al.
Publicado: (2025)
Evaluating and Learning Robust Bandit Policies Under Uncertain Causal Mechanisms
por: Avery, Katherine, et al.
Publicado: (2025)
por: Avery, Katherine, et al.
Publicado: (2025)
A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds
por: Mohan, Shiwali, et al.
Publicado: (2023)
por: Mohan, Shiwali, et al.
Publicado: (2023)
Sensorformer: Cross-patch attention with global-patch compression is effective for high-dimensional multivariate time series forecasting
por: Qin, Liyang, et al.
Publicado: (2025)
por: Qin, Liyang, et al.
Publicado: (2025)
Demand-Driven Context: A Methodology for Building Enterprise Knowledge Bases Through Agent Failure
por: Navakoti, Raj, et al.
Publicado: (2026)
por: Navakoti, Raj, et al.
Publicado: (2026)
Ejemplares similares
-
Globally Interpretable Classifiers via Boolean Formulas with Dynamic Propositions
por: Jaakkola, Reijo, et al.
Publicado: (2024) -
Description Complexity of Unary Structures in First-Order Logic with Links to Entropy
por: Jaakkola, Reijo, et al.
Publicado: (2024) -
Why this and not that? A Logic-based Framework for Contrastive Explanations
por: Geibinger, Tobias, et al.
Publicado: (2025) -
Logic interpretations of ANN partition cells
por: Schmitt, Ingo
Publicado: (2024) -
On the Power and Limitations of Examples for Description Logic Concepts
por: Cate, Balder ten, et al.
Publicado: (2024)