Integrating Learning from Examples into the Search for Diagnostic Policies
نویسندگان
چکیده
منابع مشابه
Integrating Learning from Examples into the Search for Diagnostic Policies
This paper studies the problem of learning diagnostic policies from training examples. A diagnostic policy is a complete description of the decision-making actions of a diagnostician (i.e., tests followed by a diagnostic decision) for all possible combinations of test results. An optimal diagnostic policy is one that minimizes the expected total cost, which is the sum of measurement costs and m...
متن کاملLearning Diagnostic Policies from Examples by Systematic Search
A diagnostic policy speci es what test to per form next based on the results of previous tests and when to stop and make a diagno sis Cost sensitive diagnostic policies perform tradeo s between a the costs of tests and b the costs of misdiagnoses An optimal di agnostic policy minimizes the expected total cost We formalize this diagnosis process as a Markov Decision Process MDP We inves tigate t...
متن کاملthe effects of integrating cooperative learning into vocabulary learning of elementary school students
the purpose of the research is to examine if integrating cooperative learning into vocabulary learning helps to increase word recognition of students in an elementary school in iran. it tries to investigate whether cooperative learning approach enables students to improve their language learning. this research used stad (students team achievement division) as a cooperative model in this study. ...
15 صفحه اولOn the role of search for learning from examples
Gold [Gol67] discovered a fundamental enumeration technique, the so-called identi cation-by-enumeration, a simple but powerful class of algorithms for learning from examples (inductive inference). We introduce a variety of more sophisticated (and more powerful) enumeration techniques and characterize their power. We conclude with the thesis that enumeration techniques are even universal in that...
متن کاملthe search for the self in becketts theatre: waiting for godot and endgame
this thesis is based upon the works of samuel beckett. one of the greatest writers of contemporary literature. here, i have tried to focus on one of the main themes in becketts works: the search for the real "me" or the real self, which is not only a problem to be solved for beckett man but also for each of us. i have tried to show becketts techniques in approaching this unattainable goal, base...
15 صفحه اولذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Artificial Intelligence Research
سال: 2005
ISSN: 1076-9757
DOI: 10.1613/jair.1512