evaluate module¶
Automated Machine Learning Environment (AMLE)
Evaluate library provides a class with methods to evaluate result data against desired results
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class
evaluate.
Evaluate
(logger)¶ Bases:
object
Class with methods for evaluating result data
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simple_accuracy
(results, threshold)¶ Evaluation of simple results data that is in the form of a list of dictionaries, each of which contain two KVPs:
- actual
- computed
All result values are floats
A threshold is passed in, and if the actual result is +/- threshold of computed result then it is recorded as correct otherwise incorrect.
Returns accuracy percentage as an integer between 0 and 100.
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