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vb_dot_net_model.txt
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Public Function fnScoreModel(ByRef dt As DataTable)
For Each row As DataRow In dt.Rows
Dim score as double = 5.843333333333335
' Tree #1
IF row.item("PetalLength") is Nothing THEN
score = score + -2.4666666666667916E-5
END IF
IF row.item("PetalLength") <3.95 THEN
'Start of a complex loop
IF row.item("PetalWidth") is Nothing THEN
score = score + -7.79696969696971E-4
END IF
IF row.item("PetalWidth") <0.35 THEN
'Start of a complex loop
IF row.item("SepalWidth") is Nothing THEN
score = score + -8.998550724637695E-4
END IF
IF row.item("SepalWidth") <3.3 THEN
score = score + -0.0011733333333333344
END IF
IF row.item("SepalWidth") >=3.3 THEN
score = score + -6.89487179487181E-4
END IF
'End of a complex loop
END IF
IF row.item("PetalWidth") >=0.35 THEN
score = score + -5.033333333333346E-4
END IF
'End of a complex loop
END IF
IF row.item("PetalLength") >=3.95 THEN
'Start of a complex loop
IF row.item("PetalLength") is Nothing THEN
score = score + 5.685714285714274E-4
END IF
IF row.item("PetalLength") <5.55 THEN
'Start of a complex loop
IF row.item("SepalWidth") is Nothing THEN
score = score + 3.33333333333332E-4
END IF
IF row.item("SepalWidth") <3.05 THEN
score = score + 1.6666666666666541E-4
END IF
IF row.item("SepalWidth") >=3.05 THEN
score = score + 6.666666666666655E-4
END IF
'End of a complex loop
END IF
IF row.item("PetalLength") >=5.55 THEN
score = score + 0.001156666666666666
END IF
'End of a complex loop
END IF
' Tree #2
IF row.item("PetalLength") is Nothing THEN
score = score + -8.197991794871943E-5
END IF
IF row.item("PetalLength") <3.8499999999999996 THEN
'Start of a complex loop
IF row.item("PetalLength") is Nothing THEN
score = score + -8.046704774535825E-4
END IF
IF row.item("PetalLength") <1.45 THEN
score = score + -9.69784615384617E-4
END IF
IF row.item("PetalLength") >=1.45 THEN
score = score + -7.037673931623947E-4
END IF
'End of a complex loop
END IF
IF row.item("PetalLength") >=3.8499999999999996 THEN
'Start of a complex loop
IF row.item("PetalLength") is Nothing THEN
score = score + 3.736293478260855E-4
END IF
IF row.item("PetalLength") <5.15 THEN
'Start of a complex loop
IF row.item("SepalWidth") is Nothing THEN
score = score + 1.1316133333333187E-4
END IF
IF row.item("SepalWidth") <2.75 THEN
score = score + -1.5336600000000146E-4
END IF
IF row.item("SepalWidth") >=2.75 THEN
score = score + 2.464249999999985E-4
END IF
'End of a complex loop
END IF
IF row.item("PetalLength") >=5.15 THEN
score = score + 8.620068749999984E-4
END IF
'End of a complex loop
END IF
' Tree #3
IF row.item("PetalLength") is Nothing THEN
score = score + -4.978708994005814E-5
END IF
IF row.item("PetalLength") <4.300000000000001 THEN
'Start of a complex loop
IF row.item("PetalLength") is Nothing THEN
score = score + -6.301399948453408E-4
END IF
IF row.item("PetalLength") <3.4 THEN
'Start of a complex loop
IF row.item("SepalWidth") is Nothing THEN
score = score + -7.740157688089341E-4
END IF
IF row.item("SepalWidth") <3.25 THEN
score = score + -0.001071457223995728
END IF
IF row.item("SepalWidth") >=3.25 THEN
'Start of a complex loop
IF row.item("SepalWidth") is Nothing THEN
score = score + -6.323769806247465E-4
END IF
IF row.item("SepalWidth") <3.55 THEN
score = score + -7.118895180256424E-4
END IF
IF row.item("SepalWidth") >=3.55 THEN
score = score + -5.600928557148411E-4
END IF
'End of a complex loop
END IF
'End of a complex loop
END IF
IF row.item("PetalLength") >=3.4 THEN
score = score + -2.24671904584305E-4
END IF
'End of a complex loop
END IF
IF row.item("PetalLength") >=4.300000000000001 THEN
'Start of a complex loop
IF row.item("PetalLength") is Nothing THEN
score = score + 6.888438799393926E-4
END IF
IF row.item("PetalLength") <5.45 THEN
score = score + 4.297782175921037E-4
END IF
IF row.item("PetalLength") >=5.45 THEN
score = score + 0.001040432993124999
END IF
'End of a complex loop
END IF
' Tree #4
IF row.item("PetalLength") is Nothing THEN
score = score + -4.4561001390977234E-5
END IF
IF row.item("PetalLength") <4.05 THEN
'Start of a complex loop
IF row.item("PetalWidth") is Nothing THEN
score = score + -7.294510053797361E-4
END IF
IF row.item("PetalWidth") <0.35 THEN
'Start of a complex loop
IF row.item("SepalWidth") is Nothing THEN
score = score + -9.02648391873337E-4
END IF
IF row.item("SepalWidth") <3.3499999999999996 THEN
score = score + -0.001110282904713269
END IF
IF row.item("SepalWidth") >=3.3499999999999996 THEN
score = score + -7.13889743837035E-4
END IF
'End of a complex loop
END IF
IF row.item("PetalWidth") >=0.35 THEN
score = score + -4.496706118131503E-4
END IF
'End of a complex loop
END IF
IF row.item("PetalLength") >=4.05 THEN
'Start of a complex loop
IF row.item("PetalWidth") is Nothing THEN
score = score + 5.233965628923839E-4
END IF
IF row.item("PetalWidth") <1.95 THEN
'Start of a complex loop
IF row.item("PetalLength") is Nothing THEN
score = score + 3.409013218718484E-4
END IF
IF row.item("PetalLength") <4.65 THEN
score = score + 2.660400691190594E-4
END IF
IF row.item("PetalLength") >=4.65 THEN
score = score + 3.8493735290290077E-4
END IF
'End of a complex loop
END IF
IF row.item("PetalWidth") >=1.95 THEN
score = score + 8.753516705748454E-4
END IF
'End of a complex loop
END IF
' Tree #5
IF row.item("PetalLength") is Nothing THEN
score = score + -6.713859999286796E-5
END IF
IF row.item("PetalLength") <3.95 THEN
'Start of a complex loop
IF row.item("PetalLength") is Nothing THEN
score = score + -8.370158340765991E-4
END IF
IF row.item("PetalLength") <1.45 THEN
score = score + -9.862475318764801E-4
END IF
IF row.item("PetalLength") >=1.45 THEN
score = score + -6.971111173892106E-4
END IF
'End of a complex loop
END IF
IF row.item("PetalLength") >=3.95 THEN
'Start of a complex loop
IF row.item("PetalLength") is Nothing THEN
score = score + 4.752749058388517E-4
END IF
IF row.item("PetalLength") <4.6 THEN
score = score + 1.4995164309897898E-5
END IF
IF row.item("PetalLength") >=4.6 THEN
'Start of a complex loop
IF row.item("PetalLength") is Nothing THEN
score = score + 7.650806690237485E-4
END IF
IF row.item("PetalLength") <5.55 THEN
score = score + 5.415607155646841E-4
END IF
IF row.item("PetalLength") >=5.55 THEN
score = score + 0.0010444806108475789
END IF
'End of a complex loop
END IF
'End of a complex loop
END IF
Console.WriteLine(" score delta = " & CStr(score - row.Item("mdl_pred")))
Next row
End Function