Unverified60% confidenceFactExact time
Tom Mitchell's definition of machine learning first appeared in his 1997 textbook "Machine Learning".
2
Sources
60%
Confidence
Long-term
Relevance
8/4/2026
First Seen
Sources
机器学习的数学基础：从Mitchell定义到概率视角全解析
Related Claims
UnverifiedTom Mitchell is the founding department head of the Machine Learning Department at Carnegie Mellon University.78% similarUnverified机器学习范式转变可追溯到20世纪80-90年代，从符号主义AI转向统计学方法68% similarVerifiedHarvard University has open-sourced a machine learning systems engineering textbook named cs249r_book (Machine Learning Systems).68% similarUnverifiedKevin Murphy's Probabilistic Machine Learning is divided into two volumes: An Introduction and Advanced Topics.66% similarVerifiedIn a paper published in 1959, Samuel used the term "machine learning" for the first time and defined it as the field of study that gives computers the ability to learn without being explicitly programmed.65% similar
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