Partial results on Weka attribute selection - weka

When I run PCA in WEKA GUI using "Select Attribute", I dont get a complete results instead a partial results with dots at the end.
0.8205 1 -0.493Capacity at 10th Cycle-0.483Capacity at 5th Cycle-0.473Capacity at 50th Cycle-0.261S [M]in Electrolyte -0.256C wt %...
Is there any way to solve this particular issue ?

By default, a maximum of 5 attribute names are included in the generated names.
If you want all of them, use -1 for the -A option (or maximumAttributeNames property in the GOE).

Related

Conditional Formatting Depending Upon Multiple Numbers

I have a column of values that are a number out of 10. So, it could be 2/10, 3/10, 4/10 and so on, all the way up to 10/10. To be clear, these are not dates, but simply showing how many questions the student answered correctly out of 10.
I'm trying to use conditional formatting to highlight them a certain color depending upon the score they got. For 9/10 and 10/10, I'm wanting to use a certain color, but it doesn't seem to be working with REGEXMATCH or with OR. Also wanting to highlight all scores that are 6/10 or lower. I know that I could make this work by applying conditional formatting for each and every score with text contains but the problem I'm finding is that it thinks it's a date.
Is there a way to match multiple scores out of 10 using REGEXMATCH?
Link to Sheet
select column and change formatting to Plain text
now you can use formula like:
=REGEXMATCH(A1; "^9|10\/")

Parse Days in Status field from Jira Cloud for Google Sheets

I am using Jira Cloud for Sheets Adds on in order to get Days in Status field from Jira, it seems to have the following syntax, from this post
<STATUS_ID>_*:*_<NUMBER_OF_TIMES_ISSUE_WAS_IN_THIS_STATUS>_*:*_<SECONDS>_*|
Here is an example:
10060_*:*_1_*:*_1121033406_*|*_3_*:*_1_*:*_7409_*|*_10000_*:*_1_*:*_270003163_*|*_10088_*:*_1_*:*_2595005_*|*_10087_*:*_1_*:*_1126144_*|*_10001_*:*_1_*:*_0
I am trying to extract for example how many times the issue was In QA status and the duration on a given status. I am dealing with parsing this pattern for obtaining this information and return it using an ARRAYFORMULA. Days in Status field information will be provided only when the issue was completed (is in Done status), otherwise, no information will be provided. if the issue is in Done status, but it didn't transition for a given status, this information will not be provided in the Days in Status string.
I am trying to use REGEXEXTRACT function to match a pattern for example:
=REGEXEXTRACT(C2, "(10060)_\*:\*_\d+_\*:\*_\d+_\*|")
and it returns an empty value, where I expect 10068. I brought my attention that when I use REGEXMATCH function it returns TRUE:
=REGEXMATCH(C2, "(10060)_\*:\*_\d+_\*:\*_\d+_\*|")
so the syntax is not clear. Google refers as a reference for Regular Expression to the following documentation. It seems to be an issue with the vertical bar |, per this documentation it is a special character that should be represented like this \v, but this doesn't work. The REGEXMATCH returns FALSE. I am trying to use some online RegEx tester, that implements Google Sheets syntax (RE2), I found ReGo, that I don't know if it is a valid one.
I was trying to use SPLITfunction like this:
=query(SPLIT(C2, "_*:*_"), "SELECT Col1")
but it seems to be a more complicated approach for getting all the values I need from Days in Status field string, but it separates well all the values from the previous pattern. In this case, I am getting the first Status ID. The number of columns returned by SPLITwill varies because it depends on the number of statuses the issues transitioned in order to get to DONE status.
It seems to be a complex task given all the issues I have encounter, but maybe some of you were dealing with this before and may advise about some ideas. It requires properly parsing the information and then extracting the information on specific columns using ARRAYFORMULA function when it applies for a given status from Status column.
Here is a google spreadsheet sample with the input information. I would like to populate the information for the following columns for Times In QA (C column) and Duration in QA (D column, the information is provided in seconds I would need in days but this is a minor task) for In QA status, then the same would apply for the rest of the other statuses. I added the tab Settings for mapping the Status ID to my Status, I would need to use a lookup function for matching the Status column in the Jira Issues tab. I would like to have a solution, without adding helper columns maybe it will require some script.
https://docs.google.com/spreadsheets/d/1ys6oiel1aJkQR9nfxWJsmEyd7XiNkVB-omcNL0ohckY/edit?usp=sharing
try:
=INDEX(IFERROR(1/(1/QUERY(1*IFNA(REGEXEXTRACT(C2:C, "10087.{5}(\d+).{5}(\d+)")),
"select Col1,Col2/86400 label Col2/86400''"))))
...so after we do REGEXEXTRACT some rows (which cannot be extracted from) will output as #N/A error so we wrap it into IFNA to remove those errors. then we multiply it by *1 to convert everything into numeric numbers (regex works & outputs always only plain text format). then we use QUERY to convert 2nd column into proper seconds in one go. at this point every row has some value so to get rid of zeros for rows we don't need (like row 2,3,5,8,9,etc) and keep the output numeric, we use IFERROR(1/(1/ wrapping. and finally, we use INDEX or ARRAYFORMULA to process our array.

How can I resolve INDEX MATCH errors caused by discrepancies in the spelling of names across multiple data sources?

I've set up a Google Sheets workbook that synthesizes data from a few different sources via manual input, IMPORTHTML and IMPORTRANGE. Once the data is populated, I'm using INDEX MATCH to filter and compare the information and to RANK each data set.
Since I have multiple data inputs, I'm running into a persistent issue of names not being written exactly the same between sources, even though they're the same person. First names are the primary culprit (i.e. Mary Lou vs Marylou vs Mary-Lou vs Mary Louise) but some last names with special symbols (umlauts, accents, tildes) are also causing errors. When Sheets can't recognize a match, the INDEX MATCH and RANK functions both break down.
I'm wondering how to better unify the data automatically so my Sheet understands that each occurrence is actually the same person (or "value").
Since you can't edit the results of an IMPORTHTML directly, I've set up "helper columns" and used functions like TRIM and SPLIT to try and fix instances as I go, but it seems like there must be a simpler path.
It feels like IFS could work but I can't figure how to integrate it. Also thinking this may require a script, which I'm just beginning to study.
Here's a simplified example of what I'm trying to achieve and the corresponding errors: Sample Spreadsheet
The first tab is attempting to pull and RANK data from tabs 2 and 3. Sample formulas from the Summary tab, row 3 (Amelia Rose):
Cell B3: =INDEX('Q1 Sales'!B:B, MATCH(A3,'Q1 Sales'!A:A,0))
Cell C3: =RANK(B3,$B$2:B,1)
Cell D3: =INDEX('Q2 Sales'!B:B, MATCH(A3,'Q2 Sales'!A:A,0))
Cell E3: =RANK(D3,$D$2:D,1)
I'd be grateful for any insight on how to best index 'Q2Sales'!B3 as the correct value for 'Summary'!D3. Thanks in advance - the thoughtful answers on Stack Overflow have gotten me this far!
to counter every possible scenario do it like this:
=ARRAYFORMULA(IFERROR(VLOOKUP(LOWER(REGEXREPLACE(A2:A, "-|\s", )),
{REGEXEXTRACT(LOWER(REGEXREPLACE('Q2 Sales'!A2:A, "-|\s", )),
TEXTJOIN("|", 1, LOWER(REGEXREPLACE(A2:A, "-|\s", )))), 'Q2 Sales'!B2:B}, 2, 0)))

PDI - Check data types of field

I'm trying to create a transformation read csv files and check data types for each field in that csv.
Like this : the standard field A should string(1) character and field B is integer/number.
And what I want is to check/validate: If A not string(1) then set Status = Not Valid also if B not a integer/number to. Then all file with status Not Valid will be moved to error folder.
I know I can use Data Validator to do it, but how to move the file with that status? I can't find any step to do it.
You can read files in loop, and
add step as below,
after data validation, you can filter rows with the negative result(not matched) -> add constant values step and with error = 1 -> add set variable step for error field with default values 0.
after transformation finishes, you can do add simple evaluation step in parent job to check value of ERROR variable.
If it has value 1 then move files else ....
I hope this can help.
You can do same as in this question. Once read use the Group by to have one flag per file. However, this time you cannot do it in one transform, you should use a job.
Your use case is in the samples that was shipped with your PDI distribution. The sample is in the folder your-PDI/samples/jobs/run_all. Open the Run all sample transformations.kjb and replace the Filter 2 of the Get Files - Get all transformations.ktr by your logic which includes a Group by to have one status per file and not one status per row.
In case you wonder why you need such a complex logic for such a task, remember that the PDI starts all the steps of a transformation at the same time. That's its great power, but you do not know if you have to move the file before every row has been processed.
Alternatively, you have the quick and dirty solution of your similar question. Change the filter row by a type check, and the final Synchronize after merge by a Process File/Move
And a final advice: instead of checking the type with a Data validator, which is a good solution in itself, you may use a Javascript like
there. It is more flexible if you need maintenance on the long run.

How to report a list in Behaviorspace NetLogo?

I am running a NetLogo model in BehaviorSpace each time varying number of runs. I have turtle-breed pigs, and they accumulate a table with patch-types as keys and number of visits to each patch-type as values.
In the end I calculate a list of mean number of visits from all pigs. The list has the same length as long as the original table has the same number of keys (number of patch-types). I would like to export this mean number of visits to each patch-type with BehaviorSpace.
Perhaps I could write a separate csv file (tried - creates many files, so lots of work later on putting them together). But I would rather have everything in the same file output after a run.
I could make a global variable for each patch-type but this seems crude and wrong. Especially if I upload a different patch configuration.
I tried just exporting the list, but then in Excel I see it with brackets e.g. [49 0 31.5 76 7 0].
So my question Q1: is there a proper way to export a list of values so that in BehaviorSpace table output csv there is a column for each value?
Q2: Or perhaps there is an example of how to output a single csv that looks exactly as I want it from BehaviorSpace?
PS: In my case the patch types are costs. And I might change those in the future and rerun everything. Ideally I would like to have as output: a graph of costs vs frequency of visits.
Thanks
If the lists are a fixed length that doesn't vary from run to run, you can get the items into separate columns by using one metric for each item. So in your BehaviorSpace experiment definition, instead of putting mylist, put item 0 mylist and item 1 mylist and so on.
If the lists aren't always the same length, you're out of luck. BehaviorSpace isn't flexible that way. You would have to write a separate program (in the programming language of your choice, perhaps NetLogo itself, perhaps an Excel macro, perhaps something else) to postprocess the BehaviorSpace output and make it look how you want.