De F1-score
Example: De F1-score helpt bij het evalueren van modellen in AI.
Definition
"de F1-score" is a metric used in data science and artificial intelligence to evaluate the accuracy of a model. It represents the harmonic mean of precision and recall, balancing both false positives and false negatives to provide a single performance measure.
Etymology
The term "de F1-score" originates from the field of information retrieval and statistics. The 'F' stands for 'F-measure' or 'F-score,' introduced by David H. D. Harman in the 1960s, with '1' indicating the balance between precision and recall. Did you know the name reflects the formula's focus on a single combined metric?
Learn to use this word actively
"De F1-score" appears in the Vocaplus list "Dutch - Data & AI - (A1-C2) - set 1", containing 110 commonly used words.
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