Re: [AutoWeka] How-To configure a specific classifier in AutoWeka

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Dear Eibe,

Thank you very much for the information and suggestion.

I did look into the multisearch package.

I plan to explore the hyperparameter tuning with a variety of different
classifiers.

Is there an example or template that documents what property and parameter
range I can explore?

Shu-Ju






Eibe Frank <[email protected]> =E6=96=BC 2024=E5=B9=B45=E6=9C=8815=
=E6=97=A5 =E9=80=B1=E4=B8=89 =E4=B8=8B=E5=8D=881:10=E5=AF=AB=E9=81=93=EF=BC=
=9A

> For optimising a single classifier, it might be best to use MultiSearch
> instead:
>
>
>
>   https://github.com/fracpete/multisearch-weka-package
>
>
>
> Cheers,
>
> Eibe
>
>
>
> *From: *Shu-Ju Tu <[email protected]>
> *Date: *Wednesday, 15 May 2024 at 3:20=E2=80=AFPM
> *To: *Weka machine learning workbench list. <[email protected]>
> *Subject: *[Wekalist] [AutoWeka] How-To configure a specific classifier
> in AutoWeka
>
> Hello Weka and AutoWeka users:
>
>
>
> I am a AutoWeka user and I plan to focus a specific classifier Random
> Forest,
>
> instead of exploring a huge configuration space of all potential
> possibilities.
>
>
>
> Is there an editing way I can limit a single classifier in AutoWeka so I
> can focus exploring the potential optimized parameters in this specific
> classifier?
>
>
>
> Sincerely yours and warm regards,
>
> Shu-Ju
> _______________________________________________
> Wekalist mailing list -- [email protected]
> Send posts to [email protected]
> To unsubscribe send an email to [email protected]
> To subscribe, unsubscribe, etc., visit
> https://list.waikato.ac.nz/postorius/lists/wekalist.list.waikato.ac.nz
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>

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<div dir=3D"ltr"><div>Dear Eibe,</div><div><br></div><div>Thank you very mu=
ch for the information and suggestion.</div><div><br></div><div>I did look =
into the multisearch package.</div><div><br></div><div>I plan to explore th=
e hyperparameter tuning with a variety of different classifiers.</div><div>=
<br></div><div>Is there an example or template that documents what property=
 and parameter range I can explore?</div><div><br></div><div>Shu-Ju<br></di=
v><div><br></div><div><br></div><div><br></div><div><br></div><div><br></di=
v></div><br><div class=3D"gmail_quote"><div dir=3D"ltr" class=3D"gmail_attr=
">Eibe Frank &lt;<a href=3D"mailto:[email protected]">eibe.frank@wai=
kato.ac.nz</a>&gt; =E6=96=BC 2024=E5=B9=B45=E6=9C=8815=E6=97=A5 =E9=80=B1=
=E4=B8=89 =E4=B8=8B=E5=8D=881:10=E5=AF=AB=E9=81=93=EF=BC=9A<br></div><block=
quote class=3D"gmail_quote" style=3D"margin:0px 0px 0px 0.8ex;border-left:1=
px solid rgb(204,204,204);padding-left:1ex"><div class=3D"msg17606352541481=
92836">





<div lang=3D"EN-NZ" style=3D"overflow-wrap: break-word;">
<div class=3D"m_1760635254148192836WordSection1">
<p class=3D"MsoNormal"><span style=3D"font-size:11pt">For optimising a sing=
le classifier, it might be best to use MultiSearch instead:<u></u><u></u></=
span></p>
<p class=3D"MsoNormal"><span style=3D"font-size:11pt"><u></u>=C2=A0<u></u><=
/span></p>
<p class=3D"MsoNormal"><span style=3D"font-size:11pt">=C2=A0 <a href=3D"htt=
ps://github.com/fracpete/multisearch-weka-package" target=3D"_blank">https:=
//github.com/fracpete/multisearch-weka-package</a><u></u><u></u></span></p>
<p class=3D"MsoNormal"><span style=3D"font-size:11pt"><u></u>=C2=A0<u></u><=
/span></p>
<p class=3D"MsoNormal"><span style=3D"font-size:11pt">Cheers,<u></u><u></u>=
</span></p>
<p class=3D"MsoNormal"><span style=3D"font-size:11pt">Eibe<u></u><u></u></s=
pan></p>
<p class=3D"MsoNormal"><span style=3D"font-size:11pt"><u></u>=C2=A0<u></u><=
/span></p>
<div id=3D"m_1760635254148192836mail-editor-reference-message-container">
<div>
<div style=3D"border-width:1pt medium medium;border-style:solid none none;b=
order-color:rgb(181,196,223) currentcolor currentcolor;padding:3pt 0cm 0cm"=
>
<p class=3D"MsoNormal" style=3D"margin-bottom:12pt"><b><span style=3D"color=
:black">From:
</span></b><span style=3D"color:black">Shu-Ju Tu &lt;<a href=3D"mailto:sjtu=
@gap.cgu.edu.tw" target=3D"_blank">[email protected]</a>&gt;<br>
<b>Date: </b>Wednesday, 15 May 2024 at 3:20</span><span style=3D"font-famil=
y:&quot;Arial&quot;,sans-serif;color:black">=E2=80=AF</span><span style=3D"=
color:black">PM<br>
<b>To: </b>Weka machine learning workbench list. &lt;<a href=3D"mailto:weka=
[email protected]" target=3D"_blank">[email protected]</a>&=
gt;<br>
<b>Subject: </b>[Wekalist] [AutoWeka] How-To configure a specific classifie=
r in AutoWeka<u></u><u></u></span></p>
</div>
<div>
<div>
<p class=3D"MsoNormal">Hello Weka and AutoWeka users:<u></u><u></u></p>
</div>
<div>
<p class=3D"MsoNormal"><u></u>=C2=A0<u></u></p>
</div>
<div>
<p class=3D"MsoNormal">I am a AutoWeka user and I plan to focus a specific =
classifier Random Forest,=C2=A0<u></u><u></u></p>
</div>
<div>
<p class=3D"MsoNormal">instead of exploring a huge configuration space of a=
ll potential possibilities.<u></u><u></u></p>
</div>
<div>
<p class=3D"MsoNormal"><u></u>=C2=A0<u></u></p>
</div>
<div>
<p class=3D"MsoNormal">Is there an editing way I can limit a single classif=
ier in AutoWeka so I can focus exploring the potential optimized parameters=
 in this specific classifier?<u></u><u></u></p>
</div>
<div>
<p class=3D"MsoNormal"><u></u>=C2=A0<u></u></p>
</div>
<div>
<p class=3D"MsoNormal">Sincerely yours and warm regards,<u></u><u></u></p>
</div>
<div>
<p class=3D"MsoNormal">Shu-Ju<u></u><u></u></p>
</div>
</div>
</div>
</div>
</div>
</div>

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