1111namespace Microsoft . ML . Runtime . Api
1212{
1313 /// <summary>
14- /// This class defines extension methods for an <see cref="IHostEnvironment"/> to facilitate creating
14+ /// This class defines extension methods for an <see cref="IHostEnvironment"/> to facilitate creating
1515 /// components (loaders, transforms, trainers, scorers, evaluators, savers).
1616 /// </summary>
1717 public static class ComponentCreation
1818 {
1919 /// <summary>
2020 /// Create a new data view which is obtained by appending all columns of all the source data views.
21- /// If the data views are of different length, the resulting data view will have the length equal to the
21+ /// If the data views are of different length, the resulting data view will have the length equal to the
2222 /// length of the shortest source.
2323 /// </summary>
2424 /// <param name="env">The host environment to use.</param>
@@ -59,11 +59,11 @@ public static RoleMappedData CreateExamples(this IHostEnvironment env, IDataView
5959 /// Create a new <see cref="IDataView"/> over an in-memory collection of the items of user-defined type.
6060 /// The user maintains ownership of the <paramref name="data"/> and the resulting data view will
6161 /// never alter the contents of the <paramref name="data"/>.
62- /// Since <see cref="IDataView"/> is assumed to be immutable, the user is expected to not
62+ /// Since <see cref="IDataView"/> is assumed to be immutable, the user is expected to not
6363 /// modify the contents of <paramref name="data"/> while the data view is being actively cursored.
64- ///
64+ ///
6565 /// One typical usage for in-memory data view could be: create the data view, train a predictor.
66- /// Once the predictor is fully trained, modify the contents of the underlying collection and
66+ /// Once the predictor is fully trained, modify the contents of the underlying collection and
6767 /// train another predictor.
6868 /// </summary>
6969 /// <typeparam name="TRow">The user-defined item type.</typeparam>
@@ -88,9 +88,9 @@ public static IDataView CreateDataView<TRow>(this IHostEnvironment env, IList<TR
8888 /// Since <see cref="IDataView"/> is assumed to be immutable, the user is expected to support
8989 /// multiple enumeration of the <paramref name="data"/> that would return the same results, unless
9090 /// the user knows that the data will only be cursored once.
91- ///
91+ ///
9292 /// One typical usage for streaming data view could be: create the data view that lazily loads data
93- /// as needed, then apply pre-trained transformations to it and cursor through it for transformation
93+ /// as needed, then apply pre-trained transformations to it and cursor through it for transformation
9494 /// results. This is how <see cref="BatchPredictionEngine{TSrc,TDst}"/> is implemented.
9595 /// </summary>
9696 /// <typeparam name="TRow">The user-defined item type.</typeparam>
@@ -191,7 +191,7 @@ public static PredictionEngine<TSrc, TDst> CreatePredictionEngine<TSrc, TDst>(th
191191 /// <summary>
192192 /// Create a prediction engine.
193193 /// This encapsulates the 'classic' prediction problem, where the input is denoted by the float array of features,
194- /// and the output is a float score. For binary classification predictors that can output probability, there are output
194+ /// and the output is a float score. For binary classification predictors that can output probability, there are output
195195 /// fields that report the predicted label and probability.
196196 /// </summary>
197197 /// <param name="env">The host environment to use.</param>
@@ -207,7 +207,7 @@ public static SimplePredictionEngine CreateSimplePredictionEngine(this IHostEnvi
207207
208208 /// <summary>
209209 /// Load the transforms (but not loader) from the model steram and apply them to the specified data.
210- /// It is acceptable to have no transforms in the model stream: in this case the original
210+ /// It is acceptable to have no transforms in the model stream: in this case the original
211211 /// <paramref name="data"/> will be returned.
212212 /// </summary>
213213 /// <param name="env">The host environment to use.</param>
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