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Deep learning in Python : evaluating models for social science.

SAGE Research Methods Online (backfile through 2025) Available online

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Format:
Video
Contributor:
Barari, Soubhik, Academic.
Series:
Sage research methods.
Deep Learning in Python ; 13.
Deep Learning in Python ; 13
Language:
English
Subjects (All):
Python (Computer program language).
Machine learning.
Neural networks (Computer science).
Physical Description:
1 online resource (1 video file (00:04:26)) : sound, colour.
Place of Publication:
London : SAGE Publications Ltd, 2019.
Language Note:
Closed-captions in English.
Summary:
Soubhik Barari, PhD student in Political Science, IQSS, at Harvard University, discusses the limitations of using the accuracy metric to evaluate predictive performance and suggests precision and recall metrics to deal with type I and type II errors.
Participant:
Academic, Soubhik Barari.
Notes:
Description based on XML content.
ISBN:
9781526494948
OCLC:
1103523985
Access Restriction:
Restricted for use by site license.

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