def save_variables(self, data_path="dataset", prefix=""):
paths = self.get_file_paths(data_path, prefix)
numpy.save(paths["selected_data_matrix"], self.selected_data_matrix)
numpy.save(paths["selected_alphas_label_matrix"], self.selected_alphas_label_matrix)
# notice, I save the dict.items(), since json will automatically convert the key to string.
other_variables = {
"b": self.b,
"arg_exp": self.arg_exp,
"transfer_hash": self.transfer_hash.items(),
"svm_count": self.svm_count,
"last_test_info": self.last_test_info,
}
# other_variables.pp()
json_helper.save_nicely(paths["other_variables"], other_variables)
return True
def save_variables(self, data_path):
file_path = os.path.join(data_path, self.variables_file_name)
json_helper.save_nicely(file_path, self.classifying_hash.keys())
return True
