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researcher

F. Provost

18 papers hereh-index 6224.3k citations230 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author9
  • last author7

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • stat.ML5
  • cs.CY3
  • cs.AI2
  • econ.EM1
  • econ.GN1

identity via Semantic Scholar / OpenAlex

activity
20002026
most citedLearning When Training Data are Costly: The Effect of Class Distribution on Tree Induction

930 citations · 1.6k across the 17 of their papers we have counts for

collaborators
Showing 2000Show all

2 papers · 1 filter

cs.LG2000

Applications of Data Mining to Electronic Commerce

Ron Kohavi, Foster Provost

Electronic commerce is emerging as the killer domain for data mining technology. The following are five desiderata for success. Seldom are they they all present in one data mining…

cs.LG2000★ 82 cited

Robust Classification for Imprecise Environments

Foster Provost, Tom Fawcett

In real-world environments it usually is difficult to specify target operating conditions precisely, for example, target misclassification costs. This uncertainty makes building ro…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.