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awsm-research / PyExplainer

PyExplainer: A Local Rule-Based Model-Agnostic Technique (Explainable AI)
MIT License
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Missing X_train Parameter in pyexplainer_pyexplainer.py #10

Closed jiratpasuksmit closed 3 years ago

jiratpasuksmit commented 3 years ago

I tried using autoSpearman and got X_train undefined.

Calling

pyExplainer = pyexplainer_pyexplainer.PyExplainer(X_train=trainFeatureDf, y_train=trainY, indep=trainFeatureDf.columns, dep=field.LABEL, blackbox_model=model, class_label=[False, True]) pyExplainer.auto_spearman()

OB: Traceback (most recent call last): File "/Users/jpasuksmit/anaconda3/envs/agile-requirement/lib/python3.8/site-packages/IPython/core/interactiveshell.py", line 3437, in run_code exec(code_obj, self.user_global_ns, self.user_ns) File "<ipython-input-41-afb133d285d2>", line 1, in <module> pyExplainer.auto_spearman() File "/Users/jpasuksmit/anaconda3/envs/agile-requirement/lib/python3.8/site-packages/pyexplainer/pyexplainer_pyexplainer.py", line 444, in auto_spearman X_AS_train = AutoSpearman(X_train, correlation_threshold, correlation_method, VIF_threshold) NameError: name 'X_train' is not defined