def analyseData(self):
workspace = self.pre_form.value()
mdl = Model(workspace['Algorithm'], workspace['Parameters'])
if workspace['Learning Type'] == 'Clustering':
mdl.fitData(workspace['Data'].post_data)
pred = mdl.predictData(workspace['Data'].post_data)
else:
mdl.fitData(workspace['Data'].post_data['Training'].data,
workspace['Data'].post_data['Training'].labels)
pred = mdl.predictData(workspace['Data'].post_data['Testing'].data)
workspace['Model'] = mdl
workspace['Predicted'] = pred
self.post_options.close()
del (self.post_options)
self.post_options = PostAnalysisOptions(self, workspace)
self.rightScroll.setWidget(self.post_options)
self.built = True
