Statements (68)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Statistician
|
| gptkbp:affiliation |
gptkb:University_of_California,_Berkeley
|
| gptkbp:awards |
Fellow_of_the_American_Statistical_Association
Fellow_of_the_Institute_of_Mathematical_Statistics |
| gptkbp:birthDate |
1928-01-27
|
| gptkbp:contribution |
Development of Classification and Regression Trees (CART)
Advancements in Ensemble Methods |
| gptkbp:deathDate |
2005-06-05
|
| gptkbp:education |
gptkb:University_of_California,_Berkeley
gptkb:University_of_California,_Los_Angeles |
| gptkbp:field |
Machine Learning
Statistics |
| https://www.w3.org/2000/01/rdf-schema#label |
Leo Breiman
|
| gptkbp:influenced |
Artificial Intelligence
Bayesian Statistics Predictive Analytics Statistical Inference Statistical Computing Nonparametric Statistics Statistical Learning Theory Statistical Education Statistical Theory Statistical Learning Computational Statistics Statistical Consulting Multivariate Statistics Statistical Research Methodology Statistical Modeling Techniques Statistical Analysis Techniques Statistical Applications Statistical Data Analysis Statistical Theory Development Statistical Analysis Methods Algorithmic Statistics Statistical Computing Techniques Statistical Learning Techniques Statistical Research Approaches Statistical Research Developments Statistical Research Frameworks Statistical Research Methodologies Statistical Research Models Statistical Research Paradigms Statistical Research Practices Statistical Research Strategies Statistical Research Techniques Statistical Research Theories Statistical Research Trends Statistical Software Techniques Big_Data_Analytics Data_Science Data-Driven_Decision_Making Machine_Learning_Algorithms Quantitative_Research Experimental_Design Statistical_Software_Development Statistical_Data_Mining_Techniques Statistical_Research_Applications Statistical_Research_Innovations |
| gptkbp:influencedBy |
gptkb:John_von_Neumann
|
| gptkbp:knownFor |
gptkb:Random_Forests
Bagging |
| gptkbp:nationality |
American
|
| gptkbp:notableWork |
Machine Learning: A Probabilistic Perspective
Statistical Modeling: The Two Cultures Statistical Analysis of Data |
| gptkbp:researchInterest |
Data Mining
Predictive Modeling Statistical Learning |