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Fix SupportedMetric.ByName() method #280

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Merged
george-microsoft merged 6 commits into from
Jun 1, 2018
Merged

Fix SupportedMetric.ByName() method #280

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08e2c73
Fix for SupportedMetric.ByName() method. Include new unit test for fu…
george-microsoft May 31, 2018
ea8f149
Fix for SupportedMetric.ByName() method. Include new unit test for fu…
george-microsoft May 31, 2018
9522d1b
Merge branch 'FixSupportedMetricByNameMethod' of https://github.com/g…
george-microsoft May 31, 2018
94f29bd
Fix for SupportedMetric.ByName() method. Include new unit test for fu…
george-microsoft May 31, 2018
f729a71
Merge branch 'FixSupportedMetricByNameMethod' of https://github.com/g…
george-microsoft May 31, 2018
75f76f1
Removed unnecessary field filter, per review comment.
george-microsoft Jun 1, 2018
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9 changes: 5 additions & 4 deletions src/Microsoft.ML.PipelineInference/AutoInference.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -98,12 +98,13 @@ private SupportedMetric(string name, bool isMaximizing)
public static SupportedMetric ByName(string name)
{
var fields =
typeof(SupportedMetric).GetMembers(BindingFlags.Static | BindingFlags.Public)
.Where(s => s.MemberType == MemberTypes.Field);
typeof(SupportedMetric).GetFields(BindingFlags.Static | BindingFlags.Public);

foreach (var field in fields)
{
if (name.Equals(field.Name, StringComparison.OrdinalIgnoreCase))
return (SupportedMetric)typeof(SupportedMetric).GetField(field.Name).GetValue(null);
var metric = (SupportedMetric)field.GetValue(Auc);
if (name.Equals(metric.Name, StringComparison.OrdinalIgnoreCase))
return metric;
}
throw new NotSupportedException($"Metric '{name}' not supported.");
}
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22 changes: 22 additions & 0 deletions test/Microsoft.ML.Predictor.Tests/TestAutoInference.cs
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Original file line number Diff line number Diff line change
Expand Up @@ -3,6 +3,7 @@
// See the LICENSE file in the project root for more information.

using System.Linq;
using System.Collections.Generic;
using Newtonsoft.Json.Linq;
using Microsoft.ML.Runtime.Data;
using Microsoft.ML.Runtime.EntryPoints;
Expand Down Expand Up @@ -411,6 +412,27 @@ public void TestPipelineNodeCloning()
}
}

[Fact]
public void TestSupportedMetricsByName()
{
var names = new List<string>()
{
AutoInference.SupportedMetric.AccuracyMacro.Name,
AutoInference.SupportedMetric.AccuracyMicro.Name,
AutoInference.SupportedMetric.Auc.Name,
AutoInference.SupportedMetric.AuPrc.Name,
AutoInference.SupportedMetric.Dbi.Name,
AutoInference.SupportedMetric.F1.Name,
AutoInference.SupportedMetric.LogLossReduction.Name
};

foreach (var name in names)
{
var metric = AutoInference.SupportedMetric.ByName(name);
Assert.Equal(metric.Name, name);
}
}

[Fact]
public void TestHyperparameterFreezing()
{
Expand Down