Stack Overflow
Stack Overflow

Questions tagged [vip]

18 questions
2
votes
0 answers

Variable importance plot

I'm working on variable importance plot from random forest regression and want to apply variable labels to y-axis instead of cryptic variable names using the VIP package for ease of interpretation. How to modify the code to add labels on y axis? My…
Jadyra Galym
  • 21
  • 1
2
votes
2 answers

Obtaining summary shap plot for catboost model with tidymodels in R

I am trying to build a catboost model within the tidymodels framework. Minimal reproducible example is given below. I am able to use the DALEX and modelStudio packages to get model explanations but I want to create VIP plots like this and summary…
Rizwan S A
  • 77
  • 5
2
votes
1 answer

R tidymodels / VIP variable importance determination

Via tidymodels and the vip package in R, I computed the variable importance. Code wise it would look like this: rf_vi_fit %>% pull_workflow_fit() %>% vip(geom = "point") + labs(title = "Random forest variable importance") Visually it would look…
Kylian
  • 319
  • 2
  • 14
2
votes
1 answer

docker swarm macvlan network issues

The Goal Run a single haproxy container in the swarm with a static IP on my LAN that will be recreated if a node fails. In essence, it would be akin to a VIP pointing to haproxy but without requiring an external load balancer outside of the…
R. StackUser
  • 2,005
  • 4
  • 17
  • 24
1
vote
1 answer

Permutation based variable importance (violin) plots for random forest in Tidy models

I have built a random forest tidy model very similar to what Julia Silge has done in this video. I also plan to show variable importance plots based on the permutation method, however I would like to show box plots or violin plots, rather than…
lucky_luke
  • 11
  • 2
1
vote
1 answer

The correct way of creating a configurator using VIP architecture Swift

I try to introduce VIP architecture to my project and do not fully understand the examples that I find, I follow this info https://www.netguru.com/blog/clean-swift-ios-architecture-pattern, and examine the source code inside I am confused about the…
Ice
  • 680
  • 1
  • 10
  • 23
1
vote
0 answers

What does an empty VIP plot mean with the vip package in r?

I am trying to plot variable importance from a support vector model using the vip package in R. However, the plot is empty. set.seed(2022) pet_uv_raw_svm_fit %>% extract_fit_parsnip() %>% vip(method = "permute", target = "class", metric =…
Sukis
  • 13
  • 2
1
vote
1 answer

RKE2 VIP cluster not responding when only 1 master is available

Node IP Role OS 192.x.x.11 Master 1 RHEL8 192.x.x.12 Master 2 RHEL8 192.x.x.13 Master 3 RHEL8 192.x.x.16 VIP Use-Cases No of Masters Ready or Running Expected Actual 3 Masters Ingress Created with VIP IP and ping to VIP…
Mohammed Edris
  • 11
  • 2
1
vote
1 answer

How do I change the UIimageview image in the ViewController when the side menu is clicked?

I want to change the background image in the Viewcontroller when one of the side menu items is clicked. I am using VIP architecture while doing this process. When the item on the side menu is clicked, the following code block works: else if…
huseyin
  • 63
  • 7
1
vote
1 answer

Variable importance from a tidymodels/stacks output?

Is it possible to retrieve the variable importance for one, many, or the full stacked model after running tidymodels/stacks? This is not yet supported by the VIP package, but is there an alternative method to extracting that information? Using the…
nate-m
  • 557
  • 3
  • 14
0
votes
0 answers

Where can i find the VIP package to run on my plsr output?

I have run a plsr model using the pls package and I would like to calculate VIP(Valuable importance in projection) scores. Does anyone know where I can find the VIP package to calculate the VIP scores? Share a link if you can I would prefer…
MetabO
  • 11
  • 1
0
votes
0 answers

Getting variable of importance for ANN through leave-one-out cross validation

I want to get the VIPs for a ANN using LOO-CV. The code bellow works well when the vips is not being requested, but when I run the example leaving out a group it works well. I wonder why this is happening and how to fix this…
Natz
  • 77
  • 6
0
votes
0 answers

how send a data to AXI STREAM VIP?

I send req(with queue of data) to driver from sequence and in the driver, I call to task from API(call it write_data) - end sent the data [axi4stream_cfg_object.axi4stream_api_vif.write_data(req_item.data);//data is queue] and in the api- I call…
ESTER
  • 1
  • 1
0
votes
1 answer

ranger variable importance scores from a tidymodel

Several publications highlight that there may be biases in variable importance scores derived from machine learning models. A recent study shows by Loh and Zou (2021) shows that ranger permutation-based variable importance scores produce unbiased…
S Front
  • 333
  • 1
  • 8
0
votes
1 answer

UI application is not opening with VIP URL but UI application is working as expected with Apache HTTPD URL

Earlier we had 1 vm where apache httpd (Loadbalancer) is running to loadbalannce our UI application which is deployed on weblogic managed servers in cluster with multiple instances. We can able to access UI with server A loadbalancer ip and in the…
Mangesh Sarangi
  • 1
  • 4
1
2