Created samples for StochasticGradientDescentNonCalibrated learner. #2770
+115
−0
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Codecov Report
@@ Coverage Diff @@
## master #2770 +/- ##
=========================================
Coverage ? 71.65%
=========================================
Files ? 807
Lines ? 142374
Branches ? 16120
=========================================
Hits ? 102025
Misses ? 35915
Partials ? 4434
|
Codecov Report
@@ Coverage Diff @@
## master #2770 +/- ##
=========================================
Coverage ? 71.68%
=========================================
Files ? 808
Lines ? 142392
Branches ? 16112
=========================================
Hits ? 102073
Misses ? 35888
Partials ? 4431
|
wschin
reviewed
Feb 28, 2019
| var mlContext = new MLContext(seed: 0); | ||
|
|
||
| // Download and featurize the dataset. | ||
| var data = SamplesUtils.DatasetUtils.LoadFeaturizedAdultDataset(mlContext); |
wschin
reviewed
Feb 28, 2019
|
|
||
| // Evaluate how the model is doing on the test data. | ||
| var dataWithPredictions = model.Transform(trainTestData.TestSet); | ||
| var metrics = mlContext.BinaryClassification.EvaluateNonCalibrated(dataWithPredictions); |
There was a problem hiding this comment.
Need to show how user can inspect the prediction example-by-example. Evaluation is not the major part in products. #WontFix
There was a problem hiding this comment.
shmoradims
reviewed
Mar 1, 2019
| /// <example> | ||
| /// <format type="text/markdown"> | ||
| /// <] |
There was a problem hiding this comment.
StochasticGradientDescentWithOptions [](start = 26, length = 36)
please fix this copy-paste error. #Resolved
shmoradims
reviewed
Mar 1, 2019
| /// /// <example> | ||
| /// <format type="text/markdown"> | ||
| /// <] |
There was a problem hiding this comment.
StochasticGradientDescentWithOptions [](start = 26, length = 36)
same here #Resolved
ghost
locked as resolved and limited conversation to collaborators
Sign up for free
to subscribe to this conversation on GitHub.
Already have an account?
Sign in.
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Created samples for StochasticGradientDescentNonCalibrated learner exposed via following methods.
machinelearning/src/Microsoft.ML.StandardLearners/StandardLearnersCatalog.cs
Line 82 in a0edc5c
machinelearning/src/Microsoft.ML.StandardLearners/StandardLearnersCatalog.cs
Line 102 in a0edc5c