How can we improve Microsoft Azure Machine Learning?

Partial Dependence plots

Similar to R, Azure should create a module of partial dependence plots (PDP) for its native machine learning modules.
PDP, wherein, the predictor variable of interest is varied over its range while the remaining predictors are fixed at a joint set of values sampled from the dataset to produce an instance of the response dependence curve. This process is replicated for all learn records, sampling new joint set of fixed values each time, creating a family of partial dependence curves which are then averaged and centered so as to generate the final partial dependence plot (PDP).

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    Akash Malhotra shared this idea  ·   ·  Flag idea as inappropriate…  ·  Admin →

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