iml | iml: interpretable machine learning R package | Machine Learning library
kandi X-RAY | iml Summary
kandi X-RAY | iml Summary
iml is an R package that interprets the behavior and explains predictions of machine learning models. It implements model-agnostic interpretability methods - meaning they can be used with any machine learning model.
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Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of iml
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QUESTION
I have a following case:
I made a .gitignore
on gitignore.io
. The .idea
folder and project_name.iml
were not in the ignore list and were pushed into the repo. I added them into the .gitignore
, but they remain in the repo. If I make any changes to them, they appear in the list of changed files to commit.
There is a way to get rid of them through the terminal
ANSWER
Answered 2022-Apr-04 at 09:59- Remove the file/folder in Project tool window via the "del" key:
- Invoke "Undo" action to get them back. You will be asked if you want to add the files to git.
- Click "NO"
- Commit changes. The removed/re-added folder will be removed from git in the scope of this commit.
QUESTION
I am looking through a function as below in SAS IML
...ANSWER
Answered 2022-Mar-24 at 16:35For the explanation, see the SAS IML language regerence manual.
In r, you have the t()
- function to do that. See for instance here
QUESTION
I am currently using the workbox-build module, specifically the generateSW mode, to generate my service worker scripts to deploy my web application to Netlify. My site is a static site.
Here is my worker-config.js:
...ANSWER
Answered 2022-Mar-22 at 13:06Since you don't know the URLs in advance, at build time, your only option is to employ runtime caching to match the requests for the URLs, and apply a specific caching strategy to generate responses.
There are some gotchas/best practices that you can read about in "Smarter runtime caching of hashed assets," but the summary is that you'll need to employ some sort of expiration policy to your runtime caching in order to avoid your caches filling up indefinitely when new URLs are added.
Here's how you could configure generateSW
to add in runtimeCaching
, using the more basic ExpirationPlugin
method of controlling cache sizes:
QUESTION
On the welcome screen of DataSpell I chose to open a project with Get from Version Control to get a project from GitHub, although in the left pane I didn't choose GitHub, so it created an empty .git repository.
After that, I git cloned elsewhere the git repository or tried to clone it correctly from GitHub but in every occasion I get
...ANSWER
Answered 2022-Feb-08 at 13:32I managed to open the project following the instructions of Open your project from disk section of the DataSpell site.
For avoiding further trouble, I opened the project in a new window. After the configuration in step 2 Reopen projects on startup --> Ask, Dataspell will ask how to open the project.
QUESTION
I have a dataset which I manipulate in proc-iml and then create a new dataset reading some of the manipulated values in. When I read character values in, their length is changed from 7 to 9.
This doesn't really create a problem, except for the minor annoyance that when I later merge this new dataset, I receive the warning that the variables' length is different in two datasets.
Is there a way to keep the length of the original variable?
Sample code
...ANSWER
Answered 2022-Feb-07 at 10:33From Understanding the SAS/IML Language
Defining a Matrix
A matrix is the fundamental structure in the SAS/IML language. A matrix is a two-dimensional array of numeric or character values. Matrices are useful for working with data and have the following properties:
- Matrices can be either numeric or character. Elements of a numeric matrix are double-precision values. Elements of a character matrix are character strings of equal length.
The INTO
places the character values into a matrix _temp_1
that must hold all the original values, so the elements width are the attribute length of the widest data set variable.
The attributes of the _temp_1
matrix elements are propagated through the assignment statements.
QUESTION
I have the following local set of files:
...ANSWER
Answered 2022-Jan-10 at 22:09I think part of your confusion is that with_fileglob
doesn't know anything about the parameters to the copy
module, so it doesn't know you want files relative to the radio
directory. Consider, for example, what happens if you run this shell command from your home directory:
QUESTION
After migrating to JDK17 and JUnit 5 I did first some cleaning. This works works OK also for other projects.
When I execute a simple test in Intelli-J (Java), I see that the test is run in the parent folder as base folder.
So, when I do a simple printCurrentFolder() ... then it prints the parent folder of the project folder.
How can I correct that? Anything changed?
I tried many things like:
- Running Maven tests - works ok
- File > Clear cache etc
- Remove '.idea' folder.
- Remove any *.iml file (after closing the project).
When running the JUnit test, I can see this run configuration:
...ANSWER
Answered 2021-Dec-21 at 19:09Set $MODULE_WORKING_DIR$
as the Working directory for your JUnit run configurations. You can make it the default as described here.
QUESTION
eclipse keeps adding .gitignore files to my project that contain the following random list of files:
...ANSWER
Answered 2021-Dec-05 at 06:00I mentioned before (2014) the setting "Window → Preferences → Team → Git → Projects → Automatically ignore derived resources
"
See if that would still have an incidence in your case (with, I presume, a much more recent Eclipse version)
This was also described (more recently, in 2020) in "Eclipse: Prevent creation of .gitignore
for generated code" from Thomas Trocha
QUESTION
Do you know how do I keep the subtotal function from changing when I re-filter cells?
...ANSWER
Answered 2021-Nov-10 at 13:09You have to store sum of filtered data in dim and then paste it in range/cell where you want it :).
For first iteration/function/part it would be
QUESTION
I have a react app with Spring backend. I have successfully deployed the Spring web app to Heroku, I can send http requests via postman to the endpoints and they work fine.
But I am unsure how I should allow the app on heroku to utilise the react frontend.
So far my structure is as below,
...ANSWER
Answered 2021-Nov-10 at 08:45You need to tell maven where the react app resources are and where to add them in the output artifact. Use the maven resource plugin as follows:
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Install iml
First we train a Random Forest to predict the Boston median housing value. How does lstat influence the prediction individually and on average? (Accumulated local effects).
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