Decisiontree visualisation with scatter plot

[Anonymous]

Hello everyone,

I'm trying to visulize my Decision Tree. I would prefer something like this: https://farm3.staticflickr.com/2942/15194160150_c4e1d356bd_z.jpg

I have many, many fields like this %StationYearKey;station_longitude_deg;station_latitude_deg;station_altitude;Pop_Dichte;Yield (100 kg/ha);Harvested production (1000 t);Area (cultivation/harvested/production) (1000 ha);Main area (1000 ha);milk;goats;sheeps;pigs;buffaloes;cows and bovine;Wetland;Water;Bare land;Grassland;Shrubland;Woodland;Cropland;Artificial land;O3_class

but perhaps my final decision tree uses only 10 attributes.

I search for a easy way to get from my model with looks like this:

Learned classification tree model:

DecisionTreeModel classifier of depth 6 with 103 nodes

  If (feature 0 <= 0.072434549052584)

   If (feature 7 <= 32.81)

    If (feature 4 <= 448.24)

     If (feature 6 <= 18.19)

      If (feature 6 <= 0.0)

       If (feature 5 <= 1364.1)

        Predict: 1.0

       Else (feature 5 > 1364.1)

        Predict: 0.0

      Else (feature 6 > 0.0)

       Predict: 2.0

     Else (feature 6 > 18.19)

      Predict: 0.0

    Else (feature 4 > 448.24)

     If (feature 7 <= 15.66)

      Predict: 2.0

     Else (feature 7 > 15.66)

      If (feature 4 <= 1729.98)

       Predict: 1.0

      Else (feature 4 > 1729.98)

       If (feature 3 <= 842.7)

        Predict: 1.0

       Else (feature 3 > 842.7)

        Predict: 2.0

....

to a nice and easy visualisation, because I have to do it at least 5 times.

Hoping for inspiration for data modelling and visualisation tips:)

[MarcoWedel · Accepted solution]

Hi,

one implementation of the multivariate trellis scatter chart could be:

tabIrisData:
LOAD RecNo() as SampleID,
    *
FROM [https://en.wikipedia.org/wiki/Iris_flower_data_set] (html, codepage is 1252, embedded labels, table is [Fisher's Iris Data]);

tabDim1:
LOAD * INLINE "
    Dim1
    [Sepal length]
    [Sepal width]
    [Petal length]
    [Petal width]
";

tabDim2:
LOAD Dim1 as Dim2 Resident tabDim1;

hope this helps

regards

Marco

[Anonymous]

Thanks a lot:)

[MarcoWedel]

You're welcome.

Regards

Marco