ベイズ推定 Probabilistic approaches in machine learning
Probabilistic Generative Models Used in Digital Transformation (DX), Artificial Intelligence (AI), and Machine Learning (ML)
人工知能:Artificial Intelligence
ベイズ推定 機械学習:Machine Learning Protected: Explainable Machine Learning (6) Interpretable Model (RuleFit)
Overview of interpretable models using RuleFit, explainable machine learning used in digital transformation (DX), artificial intelligence (AI), and machine learning (ML) (about RuleFit, a model generated by Lasso and ensemble learning)
Symbolic Logic Mathematics in Machine Learning
On the mathematics underlying all computer programming and algorithms, including digital transformation (DX), artificial intelligence (AI), and machine learning (ML)
アルゴリズム:Algorithms Algorithms and Data Structures
The algorithms that form the basis of all computer programming, including digital transformation (DX), artificial intelligence (AI), and machine learning (ML)
機械学習:Machine Learning Protected: Explainable Machine Learning (5) Interpretable Models (Decision Rules)
Explainable Machine Learning that can be used in Digital Transformation (DX), Artificial Intelligence (AI), and Machine Learning (ML). Overview of interpretable models with decision rules (OneR, Sequential Covering, Bayesian Rule List).
機械学習:Machine Learning Protected: Explainable Machine Learning (4) Interpretable Models (Decision Trees)
Explainable machine learning techniques for digital transformation (DX), artificial intelligence (AI), machine learning (ML) applications, and interpretable models using decision trees (CART, etc.)
機械学習:Machine Learning Protected: Explainable machine learning (3) Interpretable models (GLM, GAM)
Digital Transformation (DX), Artificial Intelligence (AI), Explainable Machine Learning for Machine Learning (ML) Applications, Generalized Linear Models, GLM, Generalized Additive Models, GAM
機械学習:Machine Learning Protected: Explainable artificial intelligence (2) Interpretable models (logistic regression model)
Explain machine learning and logistic regression for digital transformation (DX), artificial intelligence (AI), and machine learning (ML) applications.
機械学習:Machine Learning Protected: Explainable machine learning (1) Interpretable models (linear regression model)
Linear Regression Model as Explainable Machine Learning for Digital Transformation (DX), Artificial Intelligence (AI) and Machine Learning (ML)
セマンテックウェブ技術:Semantic web Technology Similarity in global matching (2) Similarity of Mereological Graph Patterns
Natural Language Similarity for Digital Transformation (DX), Artificial Intelligence (AI), and Machine Learning (ML) Applications. Similarity evaluation of ontologies by relational pattern matching.