[scikit-learn] Along with Predictive probability and class name how to get the multi-text(text) belonging to that class

Guillaume Lemaître g.lemaitre58 at gmail.com
Tue Aug 13 03:50:43 EDT 2019


I am unsure if it what you need but you can take the argmax (or call
predict) and get the value of model.classes_.
In short, model.classes_[model.predict([invoice_parameter])].

On Tue, 13 Aug 2019 at 09:01, Gunasekar K <imguna2003 at gmail.com> wrote:

> Hi Team,
>
> Greetings!!!
>
> Assuming ''Humpty Dumpty" is text trained under given specific model
> belonging to class called "cartoon character" in multi-text classification
> model.
>
> *model.predict_proba([Invoice_parameter])*100* gives the probability of
> belongings to specific class.
>
> But how come I can retrieve the *text* for that probability hit for that
> class.
>
> for example,
>
> Invoice_parameter= input() ---- on the fly input
>
> "Humpty Dumpty sat on the wall"
>
> *model.predict_proba([Invoice_parameter])*100*
>
> I get probability of 99.09 (rounded to two decimal places) to character
> class but i also need to retrieve the text  Humpty Dumpty.
>
> Any help or suggestions are appreciated.
>
> Thanks in advance.
>
> Kind regards,
> GK
>
>
>
>
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-- 
Guillaume Lemaitre
INRIA Saclay - Parietal team
Center for Data Science Paris-Saclay
https://glemaitre.github.io/
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