

==============================================


Model Symbols:
{'counterfactual': {'x0_cat_0': {'lower_bound': 0,
                                 'symbol': x0_cat_0_counterfactual,
                                 'upper_bound': 1},
                    'x0_cat_1': {'lower_bound': 0,
                                 'symbol': x0_cat_1_counterfactual,
                                 'upper_bound': 1},
                    'x0_cat_2': {'lower_bound': 0,
                                 'symbol': x0_cat_2_counterfactual,
                                 'upper_bound': 1},
                    'x0_cat_3': {'lower_bound': 0,
                                 'symbol': x0_cat_3_counterfactual,
                                 'upper_bound': 1},
                    'x1': {'lower_bound': 0,
                           'symbol': x1_counterfactual,
                           'upper_bound': 1},
                    'x2': {'lower_bound': 0.0,
                           'symbol': x2_counterfactual,
                           'upper_bound': 1.0},
                    'x3': {'lower_bound': 0.0,
                           'symbol': x3_counterfactual,
                           'upper_bound': 1.0},
                    'x4': {'lower_bound': 0,
                           'symbol': x4_counterfactual,
                           'upper_bound': 1}},
 'interventional': {'x0_cat_0': {'lower_bound': 0,
                                 'symbol': x0_cat_0_interventional,
                                 'upper_bound': 1},
                    'x0_cat_1': {'lower_bound': 0,
                                 'symbol': x0_cat_1_interventional,
                                 'upper_bound': 1},
                    'x0_cat_2': {'lower_bound': 0,
                                 'symbol': x0_cat_2_interventional,
                                 'upper_bound': 1},
                    'x0_cat_3': {'lower_bound': 0,
                                 'symbol': x0_cat_3_interventional,
                                 'upper_bound': 1},
                    'x1': {'lower_bound': 0,
                           'symbol': x1_interventional,
                           'upper_bound': 1},
                    'x2': {'lower_bound': 0.0,
                           'symbol': x2_interventional,
                           'upper_bound': 1.0},
                    'x3': {'lower_bound': 0.0,
                           'symbol': x3_interventional,
                           'upper_bound': 1.0},
                    'x4': {'lower_bound': 0,
                           'symbol': x4_interventional,
                           'upper_bound': 1}},
 'output': {'y': {'symbol': y}}}
Constructing initial formulas: model, counterfactual, distance, plausibility, diversity		done.
Solving (not searching) for closest counterfactual using various distance thresholds...
	Iteration #001: testing norm threshold 1.500000 in range [0.000000, 3.000000]...	solution exists & found.
	Iteration #002: testing norm threshold 0.210919 in range [0.000000, 0.421838]...	solution exists & found.
	Iteration #003: testing norm threshold 0.137501 in range [0.000000, 0.275002]...	no solution exists.
	Iteration #004: testing norm threshold 0.206251 in range [0.137501, 0.275002]...	solution exists & found.
	Iteration #005: testing norm threshold 0.204320 in range [0.137501, 0.271139]...	solution exists & found.
	Iteration #006: testing norm threshold 0.203521 in range [0.137501, 0.269541]...	solution exists & found.
	Iteration #007: testing norm threshold 0.203494 in range [0.137501, 0.269488]...	solution exists & found.
	Iteration #008: testing norm threshold 0.203481 in range [0.137501, 0.269461]...	solution exists & found.
	Iteration #009: testing norm threshold 0.202711 in range [0.137501, 0.267922]...	solution exists & found.
	Iteration #010: testing norm threshold 0.202780 in range [0.137501, 0.268059]...	solution exists & found.
	Iteration #011: testing norm threshold 0.202807 in range [0.137501, 0.268113]...	solution exists & found.
	Iteration #012: testing norm threshold 0.201734 in range [0.137501, 0.265966]...	solution exists & found.
	Iteration #013: testing norm threshold 0.202451 in range [0.137501, 0.267401]...	solution exists & found.
	Iteration #014: testing norm threshold 0.201734 in range [0.137501, 0.265966]...	solution exists & found.
	Iteration #015: testing norm threshold 0.202273 in range [0.137501, 0.267045]...	solution exists & found.
	Iteration #016: testing norm threshold 0.201734 in range [0.137501, 0.265966]...	solution exists & found.
	Iteration #017: testing norm threshold 0.202601 in range [0.137501, 0.267700]...	solution exists & found.
	Iteration #018: testing norm threshold 0.203034 in range [0.137501, 0.268567]...	solution exists & found.
	Iteration #019: testing norm threshold 0.202905 in range [0.137501, 0.268308]...	solution exists & found.
	Iteration #020: testing norm threshold 0.202855 in range [0.137501, 0.268209]...	solution exists & found.
	Iteration #021: testing norm threshold 0.201734 in range [0.137501, 0.265966]...	solution exists & found.
	Iteration #022: testing norm threshold 0.195458 in range [0.137501, 0.253414]...	no solution exists.
	Iteration #023: testing norm threshold 0.224436 in range [0.195458, 0.253414]...	solution exists & found.
	Iteration #024: testing norm threshold 0.240270 in range [0.195458, 0.285082]...	solution exists & found.
	Iteration #025: testing norm threshold 0.246254 in range [0.195458, 0.297051]...	solution exists & found.
	Iteration #026: testing norm threshold 0.249827 in range [0.195458, 0.304197]...	solution exists & found.
	Iteration #027: testing norm threshold 0.249943 in range [0.195458, 0.304428]...	solution exists & found.
	Iteration #028: testing norm threshold 0.249988 in range [0.195458, 0.304517]...	solution exists & found.
	Iteration #029: testing norm threshold 0.250005 in range [0.195458, 0.304552]...	solution exists & found.
	Iteration #030: testing norm threshold 0.250011 in range [0.195458, 0.304565]...	solution exists & found.
	Iteration #031: testing norm threshold 0.251404 in range [0.195458, 0.307350]...	