

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


Model Symbols:
{'counterfactual': {'x0': {'lower_bound': -3316695502054911/562949953421312,
                           'symbol': x0_counterfactual,
                           'upper_bound': 848307393234917/140737488355328},
                    'x1': {'lower_bound': -3393123934853283/562949953421312,
                           'symbol': x1_counterfactual,
                           'upper_bound': 1587932065655227/281474976710656}},
 'interventional': {'x0': {'lower_bound': -3316695502054911/562949953421312,
                           'symbol': x0_interventional,
                           'upper_bound': 848307393234917/140737488355328},
                    'x1': {'lower_bound': -3393123934853283/562949953421312,
                           'symbol': x1_interventional,
                           'upper_bound': 1587932065655227/281474976710656}},
 '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 5.000000 in range [0.000000, 10.000000]...	solution exists & found.
	Iteration #002: testing norm threshold 0.195426 in range [0.000000, 0.390853]...	no solution exists.
	Iteration #003: testing norm threshold 0.293140 in range [0.195426, 0.390853]...	no solution exists.
	Iteration #004: testing norm threshold 0.341996 in range [0.293140, 0.390853]...	solution exists & found.
	Iteration #005: testing norm threshold 0.304864 in range [0.293140, 0.316588]...	solution exists & found.
	Iteration #006: testing norm threshold 0.299002 in range [0.293140, 0.304864]...	no solution exists.
	Iteration #007: testing norm threshold 0.301933 in range [0.299002, 0.304864]...	no solution exists.
	Iteration #008: testing norm threshold 0.303399 in range [0.301933, 0.304864]...	no solution exists.
	Iteration #009: testing norm threshold 0.304131 in range [0.303399, 0.304864]...	solution exists & found.
	Iteration #010: testing norm threshold 0.303765 in range [0.303399, 0.304131]...	solution exists & found.
	Iteration #011: testing norm threshold 0.303582 in range [0.303399, 0.303765]...	no solution exists.
	Iteration #012: testing norm threshold 0.303673 in range [0.303582, 0.303765]...	solution exists & found.
	Iteration #013: testing norm threshold 0.303628 in range [0.303582, 0.303674]...	no solution exists.
	Iteration #014: testing norm threshold 0.303651 in range [0.303628, 0.303674]...	no solution exists.
	Iteration #015: testing norm threshold 0.303662 in range [0.303651, 0.303674]...	no solution exists.
	Iteration #016: testing norm threshold 0.303668 in range [0.303662, 0.303674]...	solution exists & found.


Factual sample: 		 {x0 : -4.154911315405206, x1 : -3.6493509012212, y: False}
Nearest counterfactual sample:	 {x0 : 3.0838176789949148, x1 : -3.649116254912583, y: True} (verified)
Minimum counterfactual distance: 0.303668
