<div dir="ltr">Sorry if I misunderstood your question.</div><div class="gmail_extra"><br><div class="gmail_quote">On 29 August 2017 at 06:32, Raga Markely <span dir="ltr"><<a href="mailto:raga.markely@gmail.com" target="_blank">raga.markely@gmail.com</a>></span> wrote:<br><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex"><div dir="ltr">Sounds good.. tried it and works.. thank you!</div><div class="HOEnZb"><div class="h5"><div class="gmail_extra"><br><div class="gmail_quote">On Mon, Aug 28, 2017 at 3:20 PM, Andreas Mueller <span dir="ltr"><<a href="mailto:t3kcit@gmail.com" target="_blank">t3kcit@gmail.com</a>></span> wrote:<br><blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex">
  
    
  
  <div text="#000000" bgcolor="#FFFFFF">
    you can also use grid.best_estimator_ (and then all the rest)<br>
    <br>
    <div class="m_1944891694356816556m_4057052719489639588moz-cite-prefix">On 08/28/2017 03:07 PM, Raga Markely
      wrote:<br>
    </div>
    <blockquote type="cite">
      <div dir="ltr">Ah.. got it :D..
        <div><br>
        </div>
        <div>The pipeline was run in gridsearchcv.. </div>
        <div><br>
        </div>
        <div>It works now after calling fit..</div>
        <div><br>
        </div>
        <div>Thanks!</div>
        <div>Raga</div>
      </div>
      <div class="gmail_extra"><br>
        <div class="gmail_quote">On Mon, Aug 28, 2017 at 2:55 PM,
          Andreas Mueller <span dir="ltr"><<a href="mailto:t3kcit@gmail.com" target="_blank">t3kcit@gmail.com</a>></span>
          wrote:<br>
          <blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex">
            <div text="#000000" bgcolor="#FFFFFF"> Have you called "fit"
              on the pipeline?
              <div>
                <div class="m_1944891694356816556m_4057052719489639588h5"><br>
                  <br>
                  <div class="m_1944891694356816556m_4057052719489639588m_-9036533308352462377moz-cite-prefix">On
                    08/28/2017 02:12 PM, Raga Markely wrote:<br>
                  </div>
                  <blockquote type="cite">
                    <div dir="ltr">Thank you, Andreas.
                      <div><br>
                      </div>
                      <div>When I try</div>
                      <blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">pipe_lr.named_steps['clf'].coe<wbr>f_</blockquote>
                      <div><br>
                      </div>
                      <div>I get:</div>
                      <blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">AttributeError:
                        'LogisticRegression' object has no attribute
                        'coef_'</blockquote>
                      <div><br>
                      </div>
                      <div>And when I try:</div>
                      <blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">pipe_lr.named_steps['clf']</blockquote>
                      <div><br>
                      </div>
                      <div>I get:</div>
                      <blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">LogisticRegression(C=0.1,
                        class_weight=None, dual=False,
                        fit_intercept=True, intercept_scaling=1,
                        max_iter=100, multi_class='ovr', n_jobs=1,
                        penalty='l2', random_state=None,
                        solver='liblinear', tol=0.0001, verbose=0,
                        warm_start=False)</blockquote>
                      <div><br>
                      </div>
                      <div>I wonder what I am missing?</div>
                      <div><br>
                      </div>
                      <div>Thanks,</div>
                      <div>Raga</div>
                      <div><br>
                      </div>
                    </div>
                    <div class="gmail_extra"><br>
                      <div class="gmail_quote">On Mon, Aug 28, 2017 at
                        12:01 PM, Andreas Mueller <span dir="ltr"><<a href="mailto:t3kcit@gmail.com" target="_blank">t3kcit@gmail.com</a>></span>
                        wrote:<br>
                        <blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex">
                          <div text="#000000" bgcolor="#FFFFFF"> Can can
                            get the coefficients on the scaled data with<br>
                            pipeline_lr.named_steps_['clf'<wbr>].coef_<br>
                            though<br>
                            <br>
                            <br>
                            <div class="m_1944891694356816556m_4057052719489639588m_-9036533308352462377m_-8097638935145558044moz-cite-prefix">On
                              08/28/2017 12:08 AM, Raga Markely wrote:<br>
                            </div>
                            <blockquote type="cite">
                              <div dir="ltr">No problem, thank you!
                                <div><br>
                                </div>
                                <div>Best,</div>
                                <div>Raga</div>
                              </div>
                              <div class="gmail_extra"><br>
                                <div class="gmail_quote">On Mon, Aug 28,
                                  2017 at 12:01 AM, Joel Nothman <span dir="ltr"><<a href="mailto:joel.nothman@gmail.com" target="_blank">joel.nothman@gmail.com</a>></span>
                                  wrote:<br>
                                  <blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex">
                                    <div dir="ltr">
                                      <div>No, we do not have a way to
                                        get the coefficients with
                                        respect to the input
                                        (pre-scaling) space.</div>
                                    </div>
                                    <div class="gmail_extra"><br>
                                      <div class="gmail_quote">
                                        <div>
                                          <div class="m_1944891694356816556m_4057052719489639588m_-9036533308352462377m_-8097638935145558044h5">On
                                            28 August 2017 at 13:20,
                                            Raga Markely <span dir="ltr"><<a href="mailto:raga.markely@gmail.com" target="_blank">raga.markely@gmail.com</a>></span>
                                            wrote:<br>
                                          </div>
                                        </div>
                                        <blockquote class="gmail_quote" style="margin:0 0 0 .8ex;border-left:1px #ccc solid;padding-left:1ex">
                                          <div>
                                            <div class="m_1944891694356816556m_4057052719489639588m_-9036533308352462377m_-8097638935145558044h5">
                                              <div dir="ltr">Hello,
                                                <div><br>
                                                </div>
                                                <div>I am wondering if
                                                  it's possible to get
                                                  the weight
                                                  coefficients of
                                                  logistic regression
                                                  from a pipeline?</div>
                                                <div><br>
                                                </div>
                                                <div>For instance, I
                                                  have the followings:</div>
                                                <div>
                                                  <blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">clf_lr
                                                    =
                                                    LogisticRegression(penalty='l1<wbr>',
                                                    C=0.1)<br>
                                                    pipe_lr =
                                                    Pipeline([['sc',
                                                    StandardScaler()],
                                                    ['clf', clf_lr]])<br>
                                                    pipe_lr.fit(X, y)</blockquote>
                                                </div>
                                                <div><br>
                                                </div>
                                                <div>Does pipe_lr have
                                                  an attribute that I
                                                  can call to get the
                                                  weight coefficient?</div>
                                                <div><br>
                                                </div>
                                                <div>Or do I have to get
                                                  it from the classifier
                                                  as follows?</div>
                                                <blockquote class="gmail_quote" style="margin:0px 0px 0px 0.8ex;border-left:1px solid rgb(204,204,204);padding-left:1ex">X_std
                                                  =
                                                  StandardScaler().fit_transform<wbr>(X)<br>
                                                  clf_lr =
                                                  LogisticRegression(penalty='l1<wbr>',
                                                  C=0.1)<br>
                                                  clf_lr.fit(X_std, y)<br>
                                                  clf_lr.coef_</blockquote>
                                                <div><br>
                                                </div>
                                                <div>Thank you,</div>
                                                <div>Raga</div>
                                                <div><br>
                                                </div>
                                              </div>
                                              <br>
                                            </div>
                                          </div>
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                                          <br>
                                        </blockquote>
                                      </div>
                                      <br>
                                    </div>
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                                  </blockquote>
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                                <br>
                              </div>
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