Deus Ex Machina

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)

2021.07.22

機械学習:Machine Learning

Mathematics in Machine Learning

On the mathematics underlying all computer programming and algorithms, including digital transformation (DX), artificial intelligence (AI), and machine learning (ML)

2021.07.21

Symbolic Logicアルゴリズム:Algorithms数学:Mathematics

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)

2021.07.21

アルゴリズム:Algorithms探索アルゴリズム機械学習: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).

2021.07.21

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.)

2021.07.20

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

2021.07.19

機械学習:Machine Learning

Summer Sky, Triathlon and DNF

Memories of Summer Sky, Triathlon and DNF

2021.07.18

スポーツ:Sports

Web Technologies

Overview of web technologies used in all IT technologies such as Artificial Intelligence (AI), Digital Transformation (DX), Machine Learning (ML), etc.

2021.07.17

Uncategorized

Scientific Thinking (3) Confirmation Bypass and Quadrant Tables

Verification of scientific reasoning hypotheses by quadrant tables and rebuttals, explanation of confirmation bypass using the four-card problem as an example, and application of the quadrant method to verification experiments.

2021.07.17

課題解決:Problem solving

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.

2021.07.16

機械学習:Machine Learning