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researcher

C. Elkan

11 papers hereh-index 5126.7k citations141 works total

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

author position
  • middle author5
  • last author6

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.AI2
  • stat.ML2
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20102019
most citedLearning to Diagnose with LSTM Recurrent Neural Networks

518 citations · 933 across the 11 of their papers we have counts for

collaborators
Showing 2014 · stat.MLShow all

1 paper · 2 filters

stat.ML2014★ 99 cited

Thresholding Classifiers to Maximize F1 Score

Zachary Chase Lipton, Charles Elkan, Balakrishnan Narayanaswamy

This paper provides new insight into maximizing F1 scores in the context of binary classification and also in the context of multilabel classification. The harmonic mean of precisi…

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