JMP User Community

Latest Discussions

XGboost training, validation and testing

Hello, I have a question about handling test datasets in XGBoost. Here's my current approach: I'm using 10-fold cross-validation for model training and validationI keep a separate test dataset completely excluded during this training phase (hide and exclude in the table before launching the model)After training, I manually generate predictions on this test dataset (save predicted to table and I un...
Sburel

Discussions |
Sep 5, 2025 6:29 AM

1649 views | 2 replies
Simulate vs Bootstrap methods in JMP: which to use when and why

Hi All, I'm hoping someone from JMP might be able to provide an explanation as the the differences/similarities of the Simulate vs Bootstrap approaches when evaluating model estimates. (JMP Pro) Some links to previous Discovery Summit presentations from Gotwalt and others can be found here, here, and here. One clear difference between the methods is that Simulate requires you to swap out a col...
SDF1

Discussions |
Sep 5, 2025 6:28 AM

7346 views | 11 replies
Mixture-Process Design or Response Surface Design

Hello everyone, I am writing to ask for advice on designing an experiment to optimize a somewhat complicated chemical reaction. Here is what it involves: A substrate (1.0 eq) reacts with a mixture of two reagents called RA and RB. The total amount of RA and RB is always 0.5 eq. The proportions of RA and RB vary within the mixture of these two reactants.
RA varies from 38% to 62%, and RB also vari...
Kyle_Katarn

Discussions |
Sep 5, 2025 6:22 AM

1498 views | 4 replies
How are the level settings of a ternary contour plot determined?

Find below a ternary contour plot with legend settings: how are the levels in legend settings determined? In the orange (maximum) Yield window I would like to see more levels; is it possible to increase the contour plot levels?
frankderuyck

Discussions |
Sep 5, 2025 6:18 AM

574 views | 3 replies
Modification de valeurs numériques

Bonjour, j'ai exporté une table excel qui fini en table de données avec des colonne sous forme caractère. Or dans ces colonnes les valeurs sont numérique entre 0 et 5000. Mon problème est que sous forme caractère les valeurs supérieures à 999 sont écrites comme ça (1 000). Et quand je modifie la colonne en numérique toutes les valeurs supérieures à 999 disparaissent. Comment puis-je faire pour que...
GregP

Discussions |
Sep 5, 2025 4:53 AM

1403 views | 4 replies

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Latest Discussions

XGboost training, validation and testing

Hello, I have a question about handling test datasets in XGBoost. Here's my current approach: I'm using 10-fold cross-validation for model training and validationI keep a separate test dataset completely excluded during this training phase (hide and exclude in the table before launching the model)After training, I manually generate predictions on this test dataset (save predicted to table and I un...
Sburel

Discussions |
Sep 5, 2025 6:29 AM

1649 views | 2 replies
Simulate vs Bootstrap methods in JMP: which to use when and why

Hi All, I'm hoping someone from JMP might be able to provide an explanation as the the differences/similarities of the Simulate vs Bootstrap approaches when evaluating model estimates. (JMP Pro) Some links to previous Discovery Summit presentations from Gotwalt and others can be found here, here, and here. One clear difference between the methods is that Simulate requires you to swap out a col...
SDF1

Discussions |
Sep 5, 2025 6:28 AM

7346 views | 11 replies
Modification de valeurs numériques

Bonjour, j'ai exporté une table excel qui fini en table de données avec des colonne sous forme caractère. Or dans ces colonnes les valeurs sont numérique entre 0 et 5000. Mon problème est que sous forme caractère les valeurs supérieures à 999 sont écrites comme ça (1 000). Et quand je modifie la colonne en numérique toutes les valeurs supérieures à 999 disparaissent. Comment puis-je faire pour que...
GregP

Discussions |
Sep 5, 2025 4:53 AM

1403 views | 4 replies
Error bands in Graph Builder - sometimes wide, sometimes thin?

Any idea why some of the error bands are wide, and some are thin lines? It might be all wide, or all thin - I can't understand what it depends on and how to control it. Any ideas?
miguello

Discussions |
Sep 5, 2025 4:15 AM

1032 views | 1 replies
Regarding Summary Plots and Missing Values in Principal Components Analysis

I have some questions about the summary plot in principal components calculation. The figure below shows the principal components results of the big class dataset for weight and height. However, I don’t understand the mathematical meaning of the plot on the right. Weight point lies in the first quadrant—what does this imply? Also, what does the radius length represent? Additionally, the fig...
BabyDoragon

Discussions |
Sep 3, 2025 9:17 PM

802 views | 3 replies

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Latest Discussions

STATS on recurrence analysis, loglinear NHPP model

Hi, I am new to recurrence analysis and JMP.
I did the analysis and use loglinear NHPP model. I have a little trouble understanding the results (in attached image). It seems that the γ and δ values are listed in the Effect Marginals section of the result. If I want to do stats on gamma compared between two groups (AlphaC and Sym 1.0). How do I do that? JMP is not generating a p value so I want to d...
Caozheng0115

Discussions |
Aug 28, 2025 9:22 AM

481 views | 0 replies
permutation test for PLS-DA

Hi all! I've run a PLS-DA test for a data set that consists of FTIR spectral data of 5 different systems under 5 different treatments. I've used the fit model platform so that I could handle categorical variables in my Y variables. According to PRESS statistics, this model has an optimum number of factors of 7 and possesses good discriminating power between my samples. Then, I noticed that the st...
Mariana_Aguilar

Discussions |
Aug 20, 2025 8:45 PM

1173 views | 0 replies
How to assign columns to 'Cause' and 'Grouping' roles, 'scale' and 'shape' effect in JMP recurrence analysis

Hi, all
I am a new member to the community. I am assigned a task to perform recurrence analysis on our data. I never used JMP or did any recurrence analysis. So I will bring some stupid questions for sure.
The data we have are robots repair. We want to see repairs event pattern for the bots and I was told to use recurrence analysis (don't know why). So we have around 15000 robots, I used the 'bot_id...
Caozheng0115

Discussions |
Aug 8, 2025 10:42 AM

726 views | 0 replies
Customer quantile

Hello, looking for the upper and lower cut off of exponential distribution and Weibull distribution, I could find custom quantile to designate the probability. Have a couple questions. In the old jump version, saw it quantile feature allowing probability number to type, it is the same as custom quantile in JUMP 17. Seems like there is confidence level set as default value of 0.95, having trie...
SignalRaccoon27

Discussions |
Aug 8, 2025 7:25 AM

347 views | 0 replies
Regarding the "Model Sensitivity Profiler" in "Constant Stress ALT Design". The pre-estimated values have been set in the "Acceleration Model settings", and these set values cannot be modified. Besides, the values of "Approx. Fail Time for Setting 1" and "Approx. Fail Time for Setting 2" in the "Mod

May I ask a question: Regarding the "Model Sensitivity Profiler" in "Constant Stress ALT Design". The pre-estimated values have been set in the "Acceleration Model settings", and these set values cannot be modified. Besides, the values of "Approx. Fail Time for Setting 1" and "Approx. Fail Time for Setting 2" in the "Model Sensitivity Profiler" are also unchangeable. What is the significance of th...
Rily_Maya

Discussions |
Jul 15, 2025 6:14 PM

509 views | 0 replies