Estimation

  • Lyrics copyright by John Bailer
    may be sung to the tune of  "I Can See Clearly Now" by Johnny Nash

    I can see clearly now the data stream
    Revealing all patterns contained therein
    Gone the obscuring clouds that had me blind
    It’s gonna be a bright (bright) bright (bright) clear data day

    I can see all features I need to use
    Response and all variables engineered
    Here is the model construct I’ll apply
    It’s gonna be a bright (bright) bright (bright) clear data day

    I can code clearly now, the data’s shown
    All the noise represented in my view
    Gone the confounders that once had me lost
    It’s gonna be a bright (bright) bright (bright) model fit day

    Oh yes, I can build a model with the aim
    To make response patterns so very clear
    Here is the AUC I’ve waited for
    It’s gonna be a bright (bright) bright (bright) model fit day

    [Bridge]
    (Ooh)
    Look all around, outliers well described
    Look straight ahead, residuals normalized

    I infer safely now the model fits
    I can interpolate and thus predict
    Cross-validation, now I’m confident
    It’s gonna be a bright (bright) bright (bright) model fit day

    [Outro]
    It’s gonna be a bright (bright) bright (bright) clear data day
    It’s gonna be a bright (bright) bright (bright) model fit day
    (Sung twice )

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