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Binning (categorize continuous var into categories)

by Onyx | Level 15 Ronein in SAS Programming
‎07-23-2024 03:35 AM
‎07-23-2024 03:35 AM
...here are some possible ways that meet 1-5 then choose the option with highest Information value. May anyone show a nice code that perform this? What way would you use to perform the binning b...
Show results in replies (3)
  • ...o create monotonic bins that meet your criteria and maximize IV (also known as symmetric Kullback-L...
    _100_gcdp011_post_isoreg_4+-gps_40-minsz_ivx_.txt (‏22 KB)
  • ...A.K.A you can map your data into bins by these cutpoints: low-137='1' 137-144='2' 144-174='3...
  • All the conditions you mentioned ----> "I have some criteria:" SAS/OR is for solving a optima...

PROC SGPLOT: HISTOGRAM. Need a bin for each category

by Barite | Level 11 A_Kh in Graphics Programming
‎03-31-2025 11:41 AM
‎03-31-2025 11:41 AM
...bsp; proc freq data=sashelp.cars; where cylinders between 4 and 8; table cylinders; run; proc sgplot data= sashelp.cars; where cylinders between 4 and 8; histogram cylinders/nbins=4 bins...
Show results in replies (1)
  • Would a bar chart be sufficient for this case? Try this and see if you get what you want:   ...

Which RFM binning method is best for me?

by SAS Employee jemayo in SAS Communities Library
‎03-15-2017 04:19 PM
1 Like
‎03-15-2017 04:19 PM
1 Like
...core: recency, frequency, and monetary. The three ranks are assigned independently. The algorithm chunks up the observations for the recency values into k bins, attempting to place (100/k)% of the o...
Labels:
  • Data Mining
  • SAS Enterprise Guide

Optimal binning

by Fluorite | Level 6 chemicalab in SAS Data Science
‎09-27-2013 09:06 AM
‎09-27-2013 09:06 AM
Hi all, Is there any source or idea on how to perform optimal binning in SAS Base besides complicated algorithms  that usually dont work? I am looking for something straightforward or m...
Show results in replies (9)
  • What do you have to bin and how many bins do think you'll need? A brief description of input data a...
  • Ok, Are you looking for how to determine the cutoffs for the bins or how to implement said c...
  • ...wn splits casue the ones you get are not always so good , in most cases it doesnt create bins even t...
  • What I do sometimes is binning the variable into 8 bins, the way that each one of the bins c...
  • well i have lets say two continuous variables against a binary response, number of bins optimal i...
  • a lot you find on the net that are supposively creating optimal bins, also in data mining p...
  • HI Chemicalab Even I need the cutoff points for getting optimal bins...please let know if you g...
  • ...reating bins that would give me the highest gini ratio. I was just wondering if there was any t...
  • ...good start though. although EM binning has that too, I think.

SAS binned numeric to character

by Fluorite | Level 6 eroolpal in SAS Programming
‎10-12-2023 07:10 AM
‎10-12-2023 07:10 AM
HI, I have binned an age variable for example the age=41 to a category of 40-45 using the proc format method. The variable name is used as Age_bin, In this format the variable is still numeric. H...
Show results in replies (1)
  • So not a formatting issue at all.   I see two possible approaches    Approac...

Binning and Pre-Binning in Interactive Grouping

by Calcite | Level 5 ronya in SAS Data Science
‎08-04-2020 08:03 AM
‎08-04-2020 08:03 AM
Hello all, I'm exploring the use of interactive grouping in SaS EMiner as a method to bin the values of interval characteristic and wish to ask about the pre-binning process. Why do we need to u...
Show results in replies (1)
  • ...nterval to nominal 2. Secondly, applies a Tree-based logic to find the optimal binning based on the g...

Optimal binning

by Fluorite | Level 6 NicolasC in SAS Data Science
‎06-08-2018 08:24 AM
‎06-08-2018 08:24 AM
...ptimal Binning. It was mentioned that the bins in Optimal binning were created according to the target. Why is it then that when running Interactive Binning one has to set 'Yes' to the target, a...
Show results in replies (1)
  • The Interactive Binning node only does quantile or bucket binning for an interval input, and g...

Interactive Binning Node vs. Transformation Node Binning

by Obsidian | Level 7 GalacticAbacus in SAS Data Science
‎09-06-2017 01:20 PM
1 Like
‎09-06-2017 01:20 PM
1 Like
Hi,   I'm interested in comparing the Transformation node vs. the Interactive Binning Node.   What is the difference between setting the interval-inputs setting to "optimal bin...
Show results in replies (1)
  • ...akes the target into account to come up with the best bins, while in Interactive Binning, your o...

Tag, You’re It! Tagging and Binning Enhancements in SAS Model Manager

by SAS Super FREQ SophiaRowland in SAS Communities Library
‎06-21-2023 08:24 AM
‎06-21-2023 08:24 AM
...eport now supports three types of bins for input variables: adaptive, quantile, and custom. The following demo video walks through leveraging each type of binning:   Want a peek of what we a...
Labels:
  • SAS Model Manager

Can't get desired Bin Sizes using PROC SGPLOT HEATMAP

by Diamond | Level 26 PaigeMiller in Graphics Programming
‎08-14-2024 09:22 AM
‎08-14-2024 09:22 AM
...lot does NOT have bins with binsize 20 for value2 on the Y-axis, even though I specifically asked for ybinsize=20. It seems to have bins of size 35. The x-axis does have bins of size 20, which is what I...
Show results in replies (2)
  • ...ultiples of 20 but the range is such that, depending on how end/midpoints are used, requesting 20 bins...
  • @PaigeMiller wrote: Both value1 and value2 are, essentially, discrete. Everything is a mult...
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