Sunday, December 15, 2019

SuperFunctions: LearnDistribution


boston=ResourceData["Sample Data: Boston Homes"];
LDB=LearnDistribution[boston[All,{"RM","MEDV"}]]



syntheticboston=Table[SynthesizeMissingValues[LDB,
{n,Missing[]}],{n,Range[4,8,0.2]}];
syntheticboston[[1;;3]]


p1=ListPlot[boston[All,{"RM","MEDV"}],PlotLegends -> {"Data"}];
p2=ListPlot[syntheticboston,PlotStyle->Red,
PlotLegends -> {"Synthetic Data"}];
Show[p1,p2,GridLines->Automatic,ImageSize->Large]


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