There are similar question, but nothing solve my problem. One thing I think that the last line of my code doesn't work in data bricks (where I am working). I am displaying part of the code which you actually can't reproduce, but it's probably small issue that might be solved without reproducing code. But if it's needed, I will update that.
Another thing I got that I can probably use
displayHTML("""<p>https://www.medium.com" </p>""")
But I couldn't figure out how to get the the link. The part of the code is below (I fit a classification model) and want to use lime package to interpret.
!pip install lime
import lime
from lime import lime_tabular
explainer = lime_tabular.LimeTabularExplainer(
training_data=np.array(X_train),
feature_names=X_train.columns,
class_names=['Fail', 'No_Fail'],
mode='classification'
)
exp = explainer.explain_instance(
data_row=X_test.iloc[1],
predict_fn=lgbm_class.predict_proba
)
exp.show_in_notebook(show_table=True)
What can I try next?
Call to
explainer.explain_instance
returns an instance of theExplainer
class, and this instance has theas_html
function, so following theoretically should work: