Remove actual dataset paths for clarity for user

Author: daholste

docs/samples/Microsoft.ML.AutoML.Samples/BinaryClassificationExperiment.cs

@@ -8,10 +8,9 @@ namespace Microsoft.ML.AutoML.Samples
 {
     public static class BinaryClassificationExperiment
     {
-        private static string BaseDatasetsLocation = "Data";
-        private static string TrainDataPath = Path.Combine(BaseDatasetsLocation, "wikipedia-detox-250-line-data.tsv");
-        private static string TestDataPath = Path.Combine(BaseDatasetsLocation, "wikipedia-detox-250-line-test.tsv");
-        private static string ModelPath = Path.Combine(BaseDatasetsLocation, "SentimentModel.zip");
+        private static string TrainDataPath = "<Path to your train dataset goes here>";
+        private static string TestDataPath = "<Path to your test dataset goes here>";
+        private static string ModelPath = @"<Desired model output directory goes here>\SentimentModel.zip";
         private static uint ExperimentTime = 60;
 
         public static void Run()

docs/samples/Microsoft.ML.AutoML.Samples/Microsoft.ML.AutoML.Samples.csproj

@@ -9,23 +9,4 @@
     <ProjectReference Include="..\..\..\src\Microsoft.ML.Auto\Microsoft.ML.Auto.csproj" />
   </ItemGroup>
 
-  <ItemGroup>
-    <Folder Include="Data\" />
-  </ItemGroup>
-
-  <ItemGroup>
-    <None Include="..\..\..\test\data\taxi-fare-test.csv" Link="Data\taxi-fare-test.csv">
-      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
-    </None>
-    <None Include="..\..\..\test\data\taxi-fare-train.csv" Link="Data\taxi-fare-train.csv">
-      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
-    </None>
-    <None Include="..\..\..\test\data\wikipedia-detox-250-line-data.tsv" Link="Data\wikipedia-detox-250-line-data.tsv">
-      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
-    </None>
-    <None Include="..\..\..\test\data\wikipedia-detox-250-line-test.tsv" Link="Data\wikipedia-detox-250-line-test.tsv">
-      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
-    </None>
-  </ItemGroup>
-
 </Project>

docs/samples/Microsoft.ML.AutoML.Samples/MulticlassClassificationExperiment.cs

@@ -8,10 +8,9 @@ namespace Microsoft.ML.AutoML.Samples
 {
     public static class MulticlassClassificationExperiment
     {
-        private static string BaseDatasetsLocation = "Data";
-        private static string TrainDataPath = SamplesDatasetUtils.DownloadOptDigitsTrain();
-        private static string TestDataPath = SamplesDatasetUtils.DownloadOptDigitsTest();
-        private static string ModelPath = Path.Combine(BaseDatasetsLocation, "OptDigits.zip");
+        private static string TrainDataPath = "<Path to your train dataset goes here>";
+        private static string TestDataPath = "<Path to your test dataset goes here>";
+        private static string ModelPath = @"<Desired model output directory goes here>\OptDigitsModel.zip";
         private static string LabelColumnName = "Number";
         private static uint ExperimentTime = 60;
 

docs/samples/Microsoft.ML.AutoML.Samples/RegressionExperiment.cs

@@ -8,10 +8,9 @@ namespace Microsoft.ML.AutoML.Samples
 {
     public static class RegressionExperiment
     {
-        private static string BaseDatasetsLocation = "Data";
-        private static string TrainDataPath = Path.Combine(BaseDatasetsLocation, "taxi-fare-train.csv");
-        private static string TestDataPath = Path.Combine(BaseDatasetsLocation, "taxi-fare-test.csv");
-        private static string ModelPath = Path.Combine(BaseDatasetsLocation, "TaxiFareModel.zip");
+        private static string TrainDataPath = "<Path to your train dataset goes here>";
+        private static string TestDataPath = "<Path to your test dataset goes here>";
+        private static string ModelPath = @"<Desired model output directory goes here>\TaxiFareModel.zip";
         private static string LabelColumnName = "FareAmount";
         private static uint ExperimentTime = 60;