Machine Learning

Welcome! You can use this site to tell the Azure Machine Learning team what features you would like to see.
Azure Machine Learning enables developers and data scientists to build advanced analytic web services in minutes and hours, eliminating the heavy lifting associated with deploying machine learning in modern data driven applications.

How can we improve Microsoft Azure Machine Learning?

You've used all your votes and won't be able to post a new idea, but you can still search and comment on existing ideas.

There are two ways to get more votes:

  • When an admin closes an idea you've voted on, you'll get your votes back from that idea.
  • You can remove your votes from an open idea you support.
  • To see ideas you have already voted on, select the "My feedback" filter and select "My open ideas".
(thinking…)

Enter your idea and we'll search to see if someone has already suggested it.

If a similar idea already exists, you can support and comment on it.

If it doesn't exist, you can post your idea so others can support it.

Enter your idea and we'll search to see if someone has already suggested it.

  1. [BUG] Saving existing trained model doesn't overvrite the existing one

    When trying to overwrite an existing trained model, Azure ML Studio will create a duplicated trained model (see the attached picture). When I try to delete the oldest one, both the duplicated trained models disappear. Then, if I try to create the same trained model (with the same name) again, that name is cached even if I deleted it. I have to refresh the page in order to remove that name from cache.

    1 vote
    Vote
    Sign in
    Check!
    (thinking…)
    Reset
    or sign in with
    • facebook
    • google
      Password icon
      Signed in as (Sign out)
      You have left! (?) (thinking…)
      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
    • Support reading semicolon separated files in Azure ML

      I am not able to read semicolon separated csv file. I get following error Error in read.table(uri, sep = ",", header = TRUE, quote, ...): formal argument "header" matched by multiple actual arguments

      1 vote
      Vote
      Sign in
      Check!
      (thinking…)
      Reset
      or sign in with
      • facebook
      • google
        Password icon
        Signed in as (Sign out)
        You have left! (?) (thinking…)
        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
      • When are you planning to upgrade the CRAN R version on ML. Is this an option or not on the cards for the near future?

        Is this on your road map or not? Need to know for purposes of functional technology

        1 vote
        Vote
        Sign in
        Check!
        (thinking…)
        Reset
        or sign in with
        • facebook
        • google
          Password icon
          Signed in as (Sign out)
          You have left! (?) (thinking…)
          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
        • Support two web service inputs to allow users specify training and testing data explicitly, instead of going through the retraining process

          this will come in handy for time series analysis,which will require frequent update of the model.

          1 vote
          Vote
          Sign in
          Check!
          (thinking…)
          Reset
          or sign in with
          • facebook
          • google
            Password icon
            Signed in as (Sign out)
            You have left! (?) (thinking…)
            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
          • Ability to share Machine Learning Studio to an AD group

            At the moment it's possible to invite individual users only.

            1 vote
            Vote
            Sign in
            Check!
            (thinking…)
            Reset
            or sign in with
            • facebook
            • google
              Password icon
              Signed in as (Sign out)
              You have left! (?) (thinking…)
              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
            • Black-box modules

              Suppose I create a flow of Azure modules and R scripts implementing a certain "logic" that I would like to use again and again. i'd like to put it in a sort of "new module", possible giving it a name. I think it would be extremely useful when the logic becomes more challenging in order to give a better "insight" of what we are implementing.

              1 vote
              Vote
              Sign in
              Check!
              (thinking…)
              Reset
              or sign in with
              • facebook
              • google
                Password icon
                Signed in as (Sign out)
                You have left! (?) (thinking…)
                0 comments  ·  Flag idea as inappropriate…  ·  Admin →
              • Automatic Tagging Text based on Supervised Data

                I need to do some tagging project. the ideas I quite similar to text classification, however, you classify to many classes [01 text may have more than 02 tags]. Do Microsoft Azure offer any tool to do that?

                1 vote
                Vote
                Sign in
                Check!
                (thinking…)
                Reset
                or sign in with
                • facebook
                • google
                  Password icon
                  Signed in as (Sign out)
                  You have left! (?) (thinking…)
                  0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                • lpsolve

                  Could you add as a pre-installed Package of R the LpSolve to Solve Linear/Integer Programs. Thank you

                  1 vote
                  Vote
                  Sign in
                  Check!
                  (thinking…)
                  Reset
                  or sign in with
                  • facebook
                  • google
                    Password icon
                    Signed in as (Sign out)
                    You have left! (?) (thinking…)
                    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                  • Problem with the Web Service deployement

                    Hello,

                    I need help to deploy my Web Service.
                    I don't understand why I have only one numerical output value despide the fact that my model result return 1000 numerical values?

                    Could you help me to solve my problem?

                    Thanks in advance.

                    Best Regards

                    1 vote
                    Vote
                    Sign in
                    Check!
                    (thinking…)
                    Reset
                    or sign in with
                    • facebook
                    • google
                      Password icon
                      Signed in as (Sign out)
                      You have left! (?) (thinking…)
                      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                    • Allow inprogress upload of datasets to be cancelled

                      Allow inprogress upload of datasets to be cancelled.

                      1 vote
                      Vote
                      Sign in
                      Check!
                      (thinking…)
                      Reset
                      or sign in with
                      • facebook
                      • google
                        Password icon
                        Signed in as (Sign out)
                        You have left! (?) (thinking…)
                        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                      • Pivot and unpivot needed come on this is common datascience component

                        Pivot and unpivot needed come on this is common datascience component

                        1 vote
                        Vote
                        Sign in
                        Check!
                        (thinking…)
                        Reset
                        or sign in with
                        • facebook
                        • google
                          Password icon
                          Signed in as (Sign out)
                          You have left! (?) (thinking…)
                          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                        • Automated Ensemble Learning

                          Do a sort of "ensemble sweep" that will take as input an ensemble of trained learners, and find the best ensemble thereof based on scoring against a subset of training data.

                          1 vote
                          Vote
                          Sign in
                          Check!
                          (thinking…)
                          Reset
                          or sign in with
                          • facebook
                          • google
                            Password icon
                            Signed in as (Sign out)
                            You have left! (?) (thinking…)
                            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                          • Models are not being saved from Azure ML studio

                            I am not able to save the trained model which are being used for webservices in physical location from azure ML studio, Is there any possibility to deploy the model or lets say webservices to Iot Edge

                            1 vote
                            Vote
                            Sign in
                            Check!
                            (thinking…)
                            Reset
                            or sign in with
                            • facebook
                            • google
                              Password icon
                              Signed in as (Sign out)
                              You have left! (?) (thinking…)
                              0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                            • Support for MYSQL database as input source

                              It would be great if Azure ML can read from Mysql database and not just Azure.

                              Also can we make data upload to Azure database (SQL) faster through R. I currently use RSQLServer library and its painfully slow.

                              Thanks!

                              1 vote
                              Vote
                              Sign in
                              Check!
                              (thinking…)
                              Reset
                              or sign in with
                              • facebook
                              • google
                                Password icon
                                Signed in as (Sign out)
                                You have left! (?) (thinking…)
                                0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                              • 1 vote
                                Vote
                                Sign in
                                Check!
                                (thinking…)
                                Reset
                                or sign in with
                                • facebook
                                • google
                                  Password icon
                                  Signed in as (Sign out)
                                  You have left! (?) (thinking…)
                                  0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                • More functions used - More zip in input

                                  In order for a flow to be visually well-represented I think it could be useful let more zip files as input of an R script. In this way one could separate the functions used in different zips. So, if a module uses functions of different types, it could import 2 or more zips containing all the function requested.

                                  This would make the flow clearer and the zips really re-usable in different experiments.

                                  1 vote
                                  Vote
                                  Sign in
                                  Check!
                                  (thinking…)
                                  Reset
                                  or sign in with
                                  • facebook
                                  • google
                                    Password icon
                                    Signed in as (Sign out)
                                    You have left! (?) (thinking…)
                                    0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                  • Fix the synch between datasets in ML Studio and storage

                                    This seems like it must be a bug. When I delete a dataset in ML Studio it remains in my Portal Uploaded Resources container. I see the same thing with experiments I deleted. I think it is sort of lame to make me delete in 2 places or pay for storage costs on something I thought I eliminated.

                                    1 vote
                                    Vote
                                    Sign in
                                    Check!
                                    (thinking…)
                                    Reset
                                    or sign in with
                                    • facebook
                                    • google
                                      Password icon
                                      Signed in as (Sign out)
                                      You have left! (?) (thinking…)
                                      0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                    • 1 vote
                                      Vote
                                      Sign in
                                      Check!
                                      (thinking…)
                                      Reset
                                      or sign in with
                                      • facebook
                                      • google
                                        Password icon
                                        Signed in as (Sign out)
                                        You have left! (?) (thinking…)
                                        0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                      • Monitor hyperparameter tuning progress, abort and provide best values found so far

                                        I used "Tuned Model Hyperparameters" and it's taking longer than I expected (hours), with no indication of remaining progress. I hesitate to stop it because I would like to have information about the best solution found so far. The log only shows when each training started and stopped, but doesn't show the parameters tested at each attempt and the results.

                                        It would also be useful to have a graphical view of the progress: Plot with X = iteration, Y = Each of the possible metrics (AUC, F-Score,...). This graphical view should be available as parameter tuning progresses, to help decide…

                                        1 vote
                                        Vote
                                        Sign in
                                        Check!
                                        (thinking…)
                                        Reset
                                        or sign in with
                                        • facebook
                                        • google
                                          Password icon
                                          Signed in as (Sign out)
                                          You have left! (?) (thinking…)
                                          0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                        • Support for tensorflow, Openkeras for deep learning to built deep networks

                                          What are options if on wants to build their own networks on the lines of Resnet and Inception. Does it need to be done entirely in python?
                                          Are tensorflow and openkeras frameworks supported?
                                          i am trying to build a custom face recognition and object recognition service

                                          1 vote
                                          Vote
                                          Sign in
                                          Check!
                                          (thinking…)
                                          Reset
                                          or sign in with
                                          • facebook
                                          • google
                                            Password icon
                                            Signed in as (Sign out)
                                            You have left! (?) (thinking…)
                                            0 comments  ·  Flag idea as inappropriate…  ·  Admin →
                                          • Don't see your idea?

                                          Machine Learning

                                          Feedback and Knowledge Base