def _grow_gsom(self,
inputs,
dimensions,
plot_for_itr=0,
classes=None,
output_loc=None):
self.gsom = GSOM_Core.GSOM(self.params.get_gsom_parameters(),
inputs,
dimensions,
plot_for_itr=plot_for_itr,
activity_classes=classes,
output_loc=output_loc)
self.gsom.grow()
self.gsom.smooth()
self.gsom_nodemap = self.gsom.assign_hits()
def _grow_gsom(self,
inputs,
X_test,
dimensions,
plot_for_itr=0,
classes=None,
output_loc=None):
gsom = GSOM_Core.GSOM(self.params.get_gsom_parameters(),
inputs,
dimensions,
plot_for_itr=plot_for_itr,
activity_classes=classes,
output_loc=output_loc)
gsom.grow()
gsom.smooth()
self.gsom_nodemap = gsom.assign_hits()
gsom.finalize_gsom_label()
y_pred = gsom.predict(X_test)
return y_pred