human
5.2 Classification with K-means

(4 points) For K = 16, what are your training and test 0/1 losses?

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Here are your training and test 0/1 losses?
assistant
#Here are your training and test 0/1 losses.
import copy

    def assess_test_data(self):
        test_model = copy.copy(self)
        test_model.X = self.test_X
        test_model.y = self.test_y
        test_model.N, test_model.d = test_model.X.shape

        ## model characteristics
        #test_model.assignments = None # cluster assignment.  Does not know about labels.
        #test_model.predictions = None # label assignment.  Does not know about cluster.

        test_model.results_df = None
        # todo: rename
        test_model.results_df_cluster_assignment_counts = None

        test_model.set_point_assignments()
        test_model.set_centers_classes()
        test_model.set_predicted_labels()

        test_model.record_count_of_assignments_to_each_mean()
        test_model.record_fit_statistics()
        print("test results:")
        print(test_model.results_df.T)

        self.test_model = test_model
        return test_model.results_df.T

km_16_test_results = assess_test_data(km_16)

print(km_16_test_results.to_latex())

km_16.assess_test_data().to