ProCreations's picture
Publish validated ICML reproduction
177308a verified
Raw
History Blame Contribute Delete
29.2 kB
Invalid JSON:Unexpected token 'N', ..."on_ours": NaN, ""... is not valid JSON
{
"A_lemma1_in_data": {
"runs": 20,
"d": 8,
"N": 5000,
"T": 3,
"mean_adjacencies_with_evolution": 9.95,
"total_spurious_with_evolution": 46,
"total_spurious_explained_by_Gplus": 38,
"total_spurious_without_selection": 8,
"mean_spurious_with_evolution": 2.3,
"mean_spurious_without_selection": 0.4,
"detail": [
{
"seed": 0,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 12,
"evolution_spurious_wrt_true_causal": 5,
"evolution_spurious_explained_by_Gplus": 3,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 0
},
{
"seed": 1,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 11,
"evolution_spurious_wrt_true_causal": 3,
"evolution_spurious_explained_by_Gplus": 3,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 0
},
{
"seed": 2,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 9,
"evolution_spurious_wrt_true_causal": 1,
"evolution_spurious_explained_by_Gplus": 1,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 0
},
{
"seed": 3,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 11,
"evolution_spurious_wrt_true_causal": 3,
"evolution_spurious_explained_by_Gplus": 3,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 0
},
{
"seed": 4,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 9,
"evolution_spurious_wrt_true_causal": 1,
"evolution_spurious_explained_by_Gplus": 1,
"no_selection_adjacencies": 9,
"no_selection_spurious_wrt_true_causal": 1
},
{
"seed": 5,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 11,
"evolution_spurious_wrt_true_causal": 3,
"evolution_spurious_explained_by_Gplus": 2,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 0
},
{
"seed": 6,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 11,
"evolution_spurious_wrt_true_causal": 4,
"evolution_spurious_explained_by_Gplus": 2,
"no_selection_adjacencies": 9,
"no_selection_spurious_wrt_true_causal": 1
},
{
"seed": 7,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 11,
"evolution_spurious_wrt_true_causal": 3,
"evolution_spurious_explained_by_Gplus": 2,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 0
},
{
"seed": 8,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 10,
"evolution_spurious_wrt_true_causal": 2,
"evolution_spurious_explained_by_Gplus": 1,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 0
},
{
"seed": 9,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 10,
"evolution_spurious_wrt_true_causal": 2,
"evolution_spurious_explained_by_Gplus": 2,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 0
},
{
"seed": 10,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 7,
"evolution_spurious_wrt_true_causal": 0,
"evolution_spurious_explained_by_Gplus": 0,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 0
},
{
"seed": 11,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 9,
"evolution_spurious_wrt_true_causal": 1,
"evolution_spurious_explained_by_Gplus": 0,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 0
},
{
"seed": 12,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 10,
"evolution_spurious_wrt_true_causal": 2,
"evolution_spurious_explained_by_Gplus": 2,
"no_selection_adjacencies": 9,
"no_selection_spurious_wrt_true_causal": 1
},
{
"seed": 13,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 10,
"evolution_spurious_wrt_true_causal": 3,
"evolution_spurious_explained_by_Gplus": 3,
"no_selection_adjacencies": 9,
"no_selection_spurious_wrt_true_causal": 1
},
{
"seed": 14,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 10,
"evolution_spurious_wrt_true_causal": 2,
"evolution_spurious_explained_by_Gplus": 2,
"no_selection_adjacencies": 9,
"no_selection_spurious_wrt_true_causal": 1
},
{
"seed": 15,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 9,
"evolution_spurious_wrt_true_causal": 1,
"evolution_spurious_explained_by_Gplus": 1,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 0
},
{
"seed": 16,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 11,
"evolution_spurious_wrt_true_causal": 3,
"evolution_spurious_explained_by_Gplus": 3,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 0
},
{
"seed": 17,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 9,
"evolution_spurious_wrt_true_causal": 2,
"evolution_spurious_explained_by_Gplus": 2,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 1
},
{
"seed": 18,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 9,
"evolution_spurious_wrt_true_causal": 2,
"evolution_spurious_explained_by_Gplus": 2,
"no_selection_adjacencies": 9,
"no_selection_spurious_wrt_true_causal": 2
},
{
"seed": 19,
"d": 8,
"n_true_causal_edges": 8,
"evolution_adjacencies": 10,
"evolution_spurious_wrt_true_causal": 3,
"evolution_spurious_explained_by_Gplus": 3,
"no_selection_adjacencies": 8,
"no_selection_spurious_wrt_true_causal": 0
}
]
},
"B_theorem2_in_data": {
"runs": 20,
"d": 10,
"N": 5000,
"T": 3,
"precision_standard": 0.7284282384282383,
"precision_ours": 0.6806811609443187,
"theorem2_soundness_rate": 0.3625,
"runs_where_ours_ge_standard": 9,
"detail": [
{
"precision_standard": 0.7692307692307693,
"precision_ours": 0.8333333333333334,
"n_adjacencies": 13,
"n_oriented": 6,
"n_true_edges": 10,
"oriented_direction_correct": 5,
"oriented_satisfying_theorem2": 5,
"recall_standard": 1.0,
"recall_ours": 0.5,
"seed": 0,
"d": 10,
"n_anS": 3
},
{
"precision_standard": 0.42857142857142855,
"precision_ours": 0.4444444444444444,
"n_adjacencies": 14,
"n_oriented": 9,
"n_true_edges": 10,
"oriented_direction_correct": 2,
"oriented_satisfying_theorem2": 1,
"recall_standard": 0.6,
"recall_ours": 0.4,
"seed": 1,
"d": 10,
"n_anS": 6
},
{
"precision_standard": 0.6923076923076923,
"precision_ours": 0.75,
"n_adjacencies": 13,
"n_oriented": 8,
"n_true_edges": 10,
"oriented_direction_correct": 5,
"oriented_satisfying_theorem2": 5,
"recall_standard": 0.9,
"recall_ours": 0.6,
"seed": 2,
"d": 10,
"n_anS": 4
},
{
"precision_standard": 0.6923076923076923,
"precision_ours": 0.6666666666666666,
"n_adjacencies": 13,
"n_oriented": 12,
"n_true_edges": 10,
"oriented_direction_correct": 3,
"oriented_satisfying_theorem2": 3,
"recall_standard": 0.9,
"recall_ours": 0.8,
"seed": 3,
"d": 10,
"n_anS": 2
},
{
"precision_standard": 0.7142857142857143,
"precision_ours": 0.6,
"n_adjacencies": 14,
"n_oriented": 5,
"n_true_edges": 10,
"oriented_direction_correct": 3,
"oriented_satisfying_theorem2": 3,
"recall_standard": 1.0,
"recall_ours": 0.3,
"seed": 4,
"d": 10,
"n_anS": 4
},
{
"precision_standard": 0.5384615384615384,
"precision_ours": 0.5454545454545454,
"n_adjacencies": 13,
"n_oriented": 11,
"n_true_edges": 10,
"oriented_direction_correct": 4,
"oriented_satisfying_theorem2": 4,
"recall_standard": 0.7,
"recall_ours": 0.6,
"seed": 5,
"d": 10,
"n_anS": 4
},
{
"precision_standard": 0.9,
"precision_ours": 1.0,
"n_adjacencies": 10,
"n_oriented": 3,
"n_true_edges": 10,
"oriented_direction_correct": 3,
"oriented_satisfying_theorem2": 3,
"recall_standard": 0.9,
"recall_ours": 0.3,
"seed": 6,
"d": 10,
"n_anS": 6
},
{
"precision_standard": 0.8333333333333334,
"precision_ours": 0.8571428571428571,
"n_adjacencies": 12,
"n_oriented": 7,
"n_true_edges": 10,
"oriented_direction_correct": 6,
"oriented_satisfying_theorem2": 6,
"recall_standard": 1.0,
"recall_ours": 0.6,
"seed": 7,
"d": 10,
"n_anS": 3
},
{
"precision_standard": 0.7272727272727273,
"precision_ours": 0.7272727272727273,
"n_adjacencies": 11,
"n_oriented": 11,
"n_true_edges": 10,
"oriented_direction_correct": 5,
"oriented_satisfying_theorem2": 0,
"recall_standard": 0.8,
"recall_ours": 0.8,
"seed": 8,
"d": 10,
"n_anS": 7
},
{
"precision_standard": 0.7692307692307693,
"precision_ours": 0.8181818181818182,
"n_adjacencies": 13,
"n_oriented": 11,
"n_true_edges": 10,
"oriented_direction_correct": 7,
"oriented_satisfying_theorem2": 3,
"recall_standard": 1.0,
"recall_ours": 0.9,
"seed": 9,
"d": 10,
"n_anS": 7
},
{
"precision_standard": 0.5714285714285714,
"precision_ours": 0.5384615384615384,
"n_adjacencies": 14,
"n_oriented": 13,
"n_true_edges": 10,
"oriented_direction_correct": 6,
"oriented_satisfying_theorem2": 4,
"recall_standard": 0.8,
"recall_ours": 0.7,
"seed": 10,
"d": 10,
"n_anS": 4
},
{
"precision_standard": 0.7142857142857143,
"precision_ours": 0.6666666666666666,
"n_adjacencies": 14,
"n_oriented": 12,
"n_true_edges": 10,
"oriented_direction_correct": 6,
"oriented_satisfying_theorem2": 5,
"recall_standard": 1.0,
"recall_ours": 0.8,
"seed": 11,
"d": 10,
"n_anS": 3
},
{
"precision_standard": 0.6923076923076923,
"precision_ours": 0.5555555555555556,
"n_adjacencies": 13,
"n_oriented": 9,
"n_true_edges": 10,
"oriented_direction_correct": 3,
"oriented_satisfying_theorem2": 0,
"recall_standard": 0.9,
"recall_ours": 0.5,
"seed": 12,
"d": 10,
"n_anS": 6
},
{
"precision_standard": 0.8333333333333334,
"precision_ours": 0.8333333333333334,
"n_adjacencies": 12,
"n_oriented": 6,
"n_true_edges": 10,
"oriented_direction_correct": 5,
"oriented_satisfying_theorem2": 5,
"recall_standard": 1.0,
"recall_ours": 0.5,
"seed": 13,
"d": 10,
"n_anS": 4
},
{
"precision_standard": 0.9,
"precision_ours": NaN,
"n_adjacencies": 10,
"n_oriented": 0,
"n_true_edges": 10,
"oriented_direction_correct": 0,
"oriented_satisfying_theorem2": 0,
"recall_standard": 0.9,
"recall_ours": 0.0,
"seed": 14,
"d": 10,
"n_anS": 4
},
{
"precision_standard": 0.9090909090909091,
"precision_ours": 0.5,
"n_adjacencies": 11,
"n_oriented": 2,
"n_true_edges": 10,
"oriented_direction_correct": 0,
"oriented_satisfying_theorem2": 0,
"recall_standard": 1.0,
"recall_ours": 0.1,
"seed": 15,
"d": 10,
"n_anS": 4
},
{
"precision_standard": 0.7272727272727273,
"precision_ours": 0.7,
"n_adjacencies": 11,
"n_oriented": 10,
"n_true_edges": 10,
"oriented_direction_correct": 4,
"oriented_satisfying_theorem2": 1,
"recall_standard": 0.8,
"recall_ours": 0.7,
"seed": 16,
"d": 10,
"n_anS": 7
},
{
"precision_standard": 0.7142857142857143,
"precision_ours": 0.625,
"n_adjacencies": 14,
"n_oriented": 8,
"n_true_edges": 10,
"oriented_direction_correct": 4,
"oriented_satisfying_theorem2": 4,
"recall_standard": 1.0,
"recall_ours": 0.5,
"seed": 17,
"d": 10,
"n_anS": 4
},
{
"precision_standard": 0.7272727272727273,
"precision_ours": 0.5714285714285714,
"n_adjacencies": 11,
"n_oriented": 7,
"n_true_edges": 10,
"oriented_direction_correct": 2,
"oriented_satisfying_theorem2": 1,
"recall_standard": 0.8,
"recall_ours": 0.4,
"seed": 18,
"d": 10,
"n_anS": 4
},
{
"precision_standard": 0.7142857142857143,
"precision_ours": 0.7,
"n_adjacencies": 14,
"n_oriented": 10,
"n_true_edges": 10,
"oriented_direction_correct": 7,
"oriented_satisfying_theorem2": 5,
"recall_standard": 1.0,
"recall_ours": 0.7,
"seed": 19,
"d": 10,
"n_anS": 4
}
]
},
"C_theorem4_in_data": {
"runs": 20,
"d": 8,
"K": 4,
"N_per_domain": 5000,
"mean_correct_oriented_single": 3.55,
"mean_correct_oriented_multi": 4.65,
"mean_n_oriented_single": 5.6,
"mean_n_oriented_multi": 8.2,
"runs_multi_ge_single": 16,
"detail": [
{
"seed": 0,
"d": 8,
"K": 4,
"n_anS": 2,
"single_domain": {
"precision_standard": 1.0,
"precision_ours": 1.0,
"n_adjacencies": 8,
"n_oriented": 7,
"n_true_edges": 8,
"oriented_direction_correct": 7,
"oriented_satisfying_theorem2": 7,
"recall_standard": 1.0,
"recall_ours": 0.875
},
"multi_domain": {
"precision_standard": 0.8888888888888888,
"precision_ours": 1.0,
"n_adjacencies": 9,
"n_oriented": 8,
"n_true_edges": 8,
"oriented_direction_correct": 8,
"oriented_satisfying_theorem2": 8,
"recall_standard": 1.0,
"recall_ours": 1.0
},
"single_correct_oriented": 7,
"multi_correct_oriented": 8,
"single_n_oriented": 7,
"multi_n_oriented": 8
},
{
"seed": 1,
"d": 8,
"K": 4,
"n_anS": 2,
"single_domain": {
"precision_standard": 0.6363636363636364,
"precision_ours": 0.625,
"n_adjacencies": 11,
"n_oriented": 8,
"n_true_edges": 8,
"oriented_direction_correct": 4,
"oriented_satisfying_theorem2": 4,
"recall_standard": 0.875,
"recall_ours": 0.625
},
"multi_domain": {
"precision_standard": 0.8,
"precision_ours": 0.8,
"n_adjacencies": 10,
"n_oriented": 10,
"n_true_edges": 8,
"oriented_direction_correct": 8,
"oriented_satisfying_theorem2": 8,
"recall_standard": 1.0,
"recall_ours": 1.0
},
"single_correct_oriented": 4,
"multi_correct_oriented": 8,
"single_n_oriented": 8,
"multi_n_oriented": 10
},
{
"seed": 2,
"d": 8,
"K": 4,
"n_anS": 2,
"single_domain": {
"precision_standard": 0.7272727272727273,
"precision_ours": 0.6666666666666666,
"n_adjacencies": 11,
"n_oriented": 3,
"n_true_edges": 8,
"oriented_direction_correct": 2,
"oriented_satisfying_theorem2": 2,
"recall_standard": 1.0,
"recall_ours": 0.25
},
"multi_domain": {
"precision_standard": 0.8888888888888888,
"precision_ours": 0.8888888888888888,
"n_adjacencies": 9,
"n_oriented": 9,
"n_true_edges": 8,
"oriented_direction_correct": 6,
"oriented_satisfying_theorem2": 6,
"recall_standard": 1.0,
"recall_ours": 1.0
},
"single_correct_oriented": 2,
"multi_correct_oriented": 6,
"single_n_oriented": 3,
"multi_n_oriented": 9
},
{
"seed": 3,
"d": 8,
"K": 4,
"n_anS": 5,
"single_domain": {
"precision_standard": 0.7,
"precision_ours": 0.7777777777777778,
"n_adjacencies": 10,
"n_oriented": 9,
"n_true_edges": 8,
"oriented_direction_correct": 5,
"oriented_satisfying_theorem2": 1,
"recall_standard": 0.875,
"recall_ours": 0.875
},
"multi_domain": {
"precision_standard": 0.6363636363636364,
"precision_ours": 0.7,
"n_adjacencies": 11,
"n_oriented": 10,
"n_true_edges": 8,
"oriented_direction_correct": 6,
"oriented_satisfying_theorem2": 2,
"recall_standard": 0.875,
"recall_ours": 0.875
},
"single_correct_oriented": 5,
"multi_correct_oriented": 6,
"single_n_oriented": 9,
"multi_n_oriented": 10
},
{
"seed": 4,
"d": 8,
"K": 4,
"n_anS": 3,
"single_domain": {
"precision_standard": 0.8,
"precision_ours": 0.8,
"n_adjacencies": 10,
"n_oriented": 5,
"n_true_edges": 8,
"oriented_direction_correct": 4,
"oriented_satisfying_theorem2": 4,
"recall_standard": 1.0,
"recall_ours": 0.5
},
"multi_domain": {
"precision_standard": 0.8888888888888888,
"precision_ours": 1.0,
"n_adjacencies": 9,
"n_oriented": 7,
"n_true_edges": 8,
"oriented_direction_correct": 6,
"oriented_satisfying_theorem2": 5,
"recall_standard": 1.0,
"recall_ours": 0.875
},
"single_correct_oriented": 4,
"multi_correct_oriented": 6,
"single_n_oriented": 5,
"multi_n_oriented": 7
},
{
"seed": 5,
"d": 8,
"K": 4,
"n_anS": 5,
"single_domain": {
"precision_standard": 0.875,
"precision_ours": 1.0,
"n_adjacencies": 8,
"n_oriented": 2,
"n_true_edges": 8,
"oriented_direction_correct": 2,
"oriented_satisfying_theorem2": 2,
"recall_standard": 0.875,
"recall_ours": 0.25
},
"multi_domain": {
"precision_standard": 0.8,
"precision_ours": 0.6,
"n_adjacencies": 10,
"n_oriented": 5,
"n_true_edges": 8,
"oriented_direction_correct": 3,
"oriented_satisfying_theorem2": 3,
"recall_standard": 1.0,
"recall_ours": 0.375
},
"single_correct_oriented": 2,
"multi_correct_oriented": 3,
"single_n_oriented": 2,
"multi_n_oriented": 5
},
{
"seed": 6,
"d": 8,
"K": 4,
"n_anS": 2,
"single_domain": {
"precision_standard": 0.8888888888888888,
"precision_ours": 1.0,
"n_adjacencies": 9,
"n_oriented": 2,
"n_true_edges": 8,
"oriented_direction_correct": 2,
"oriented_satisfying_theorem2": 2,
"recall_standard": 1.0,
"recall_ours": 0.25
},
"multi_domain": {
"precision_standard": 1.0,
"precision_ours": 1.0,
"n_adjacencies": 8,
"n_oriented": 5,
"n_true_edges": 8,
"oriented_direction_correct": 5,
"oriented_satisfying_theorem2": 4,
"recall_standard": 1.0,
"recall_ours": 0.625
},
"single_correct_oriented": 2,
"multi_correct_oriented": 5,
"single_n_oriented": 2,
"multi_n_oriented": 5
},
{
"seed": 7,
"d": 8,
"K": 4,
"n_anS": 6,
"single_domain": {
"precision_standard": 0.8,
"precision_ours": 0.8,
"n_adjacencies": 10,
"n_oriented": 10,
"n_true_edges": 8,
"oriented_direction_correct": 7,
"oriented_satisfying_theorem2": 3,
"recall_standard": 1.0,
"recall_ours": 1.0
},
"multi_domain": {
"precision_standard": 0.8,
"precision_ours": 0.7142857142857143,
"n_adjacencies": 10,
"n_oriented": 7,
"n_true_edges": 8,
"oriented_direction_correct": 5,
"oriented_satisfying_theorem2": 3,
"recall_standard": 1.0,
"recall_ours": 0.625
},
"single_correct_oriented": 7,
"multi_correct_oriented": 5,
"single_n_oriented": 10,
"multi_n_oriented": 7
},
{
"seed": 8,
"d": 8,
"K": 4,
"n_anS": 4,
"single_domain": {
"precision_standard": 0.8888888888888888,
"precision_ours": 1.0,
"n_adjacencies": 9,
"n_oriented": 2,
"n_true_edges": 8,
"oriented_direction_correct": 2,
"oriented_satisfying_theorem2": 2,
"recall_standard": 1.0,
"recall_ours": 0.25
},
"multi_domain": {
"precision_standard": 0.8,
"precision_ours": 0.5,
"n_adjacencies": 10,
"n_oriented": 2,
"n_true_edges": 8,
"oriented_direction_correct": 0,
"oriented_satisfying_theorem2": 0,
"recall_standard": 1.0,
"recall_ours": 0.125
},
"single_correct_oriented": 2,
"multi_correct_oriented": 0,
"single_n_oriented": 2,
"multi_n_oriented": 2
},
{
"seed": 9,
"d": 8,
"K": 4,
"n_anS": 5,
"single_domain": {
"precision_standard": 0.7777777777777778,
"precision_ours": 0.7142857142857143,
"n_adjacencies": 9,
"n_oriented": 7,
"n_true_edges": 8,
"oriented_direction_correct": 4,
"oriented_satisfying_theorem2": 2,
"recall_standard": 0.875,
"recall_ours": 0.625
},
"multi_domain": {
"precision_standard": 0.8888888888888888,
"precision_ours": 1.0,
"n_adjacencies": 9,
"n_oriented": 8,
"n_true_edges": 8,
"oriented_direction_correct": 6,
"oriented_satisfying_theorem2": 2,
"recall_standard": 1.0,
"recall_ours": 1.0
},
"single_correct_oriented": 4,
"multi_correct_oriented": 6,
"single_n_oriented": 7,
"multi_n_oriented": 8
},
{
"seed": 10,
"d": 8,
"K": 4,
"n_anS": 3,
"single_domain": {
"precision_standard": 0.7,
"precision_ours": 0.625,
"n_adjacencies": 10,
"n_oriented": 8,
"n_true_edges": 8,
"oriented_direction_correct": 4,
"oriented_satisfying_theorem2": 4,
"recall_standard": 0.875,
"recall_ours": 0.625
},
"multi_domain": {
"precision_standard": 0.7272727272727273,
"precision_ours": 0.7,
"n_adjacencies": 11,
"n_oriented": 10,
"n_true_edges": 8,
"oriented_direction_correct": 5,
"oriented_satisfying_theorem2": 4,
"recall_standard": 1.0,
"recall_ours": 0.875
},
"single_correct_oriented": 4,
"multi_correct_oriented": 5,
"single_n_oriented": 8,
"multi_n_oriented": 10
},
{
"seed": 11,
"d": 8,
"K": 4,
"n_anS": 4,
"single_domain": {
"precision_standard": 0.8,
"precision_ours": 1.0,
"n_adjacencies": 10,
"n_oriented": 3,
"n_true_edges": 8,
"oriented_direction_correct": 3,
"oriented_satisfying_theorem2": 3,
"recall_standard": 1.0,
"recall_ours": 0.375
},
"multi_domain": {
"precision_standard": 0.7272727272727273,
"precision_ours": 0.7,
"n_adjacencies": 11,
"n_oriented": 10,
"n_true_edges": 8,
"oriented_direction_correct": 7,
"oriented_satisfying_theorem2": 4,
"recall_standard": 1.0,
"recall_ours": 0.875
},
"single_correct_oriented": 3,
"multi_correct_oriented": 7,
"single_n_oriented": 3,
"multi_n_oriented": 10
},
{
"seed": 12,
"d": 8,
"K": 4,
"n_anS": 5,
"single_domain": {
"precision_standard": 0.6363636363636364,
"precision_ours": 0.6666666666666666,
"n_adjacencies": 11,
"n_oriented": 9,
"n_true_edges": 8,
"oriented_direction_correct": 4,
"oriented_satisfying_theorem2": 2,
"recall_standard": 0.875,
"recall_ours": 0.75
},
"multi_domain": {
"precision_standard": 0.7,
"precision_ours": 0.7,
"n_adjacencies": 10,
"n_oriented": 10,
"n_true_edges": 8,
"oriented_direction_correct": 5,
"oriented_satisfying_theorem2": 3,
"recall_standard": 0.875,
"recall_ours": 0.875
},
"single_correct_oriented": 4,
"multi_correct_oriented": 5,
"single_n_oriented": 9,
"multi_n_oriented": 10
},
{
"seed": 13,
"d": 8,
"K": 4,
"n_anS": 7,
"single_domain": {
"precision_standard": 0.5384615384615384,
"precision_ours": 0.45454545454545453,
"n_adjacencies": 13,
"n_oriented": 11,
"n_true_edges": 8,
"oriented_direction_correct": 1,
"oriented_satisfying_theorem2": 0,
"recall_standard": 0.875,
"recall_ours": 0.625
},
"multi_domain": {
"precision_standard": 0.5714285714285714,
"precision_ours": 0.5384615384615384,
"n_adjacencies": 14,
"n_oriented": 13,
"n_true_edges": 8,
"oriented_direction_correct": 3,
"oriented_satisfying_theorem2": 0,
"recall_standard": 1.0,
"recall_ours": 0.875
},
"single_correct_oriented": 1,
"multi_correct_oriented": 3,
"single_n_oriented": 11,
"multi_n_oriented": 13
},
{
"seed": 14,
"d": 8,
"K": 4,
"n_anS": 4,
"single_domain": {
"precision_standard": 0.7272727272727273,
"precision_ours": NaN,
"n_adjacencies": 11,
"n_oriented": 0,
"n_true_edges": 8,
"oriented_direction_correct": 0,
"oriented_satisfying_theorem2": 0,
"recall_standard": 1.0,
"recall_ours": 0.0
},
"multi_domain": {
"precision_standard": 0.8,
"precision_ours": 0.8571428571428571,
"n_adjacencies": 10,
"n_oriented": 7,
"n_true_edges": 8,
"oriented_direction_correct": 0,
"oriented_satisfying_theorem2": 0,
"recall_standard": 1.0,
"recall_ours": 0.75
},
"single_correct_oriented": 0,
"multi_correct_oriented": 0,
"single_n_oriented": 0,
"multi_n_oriented": 7
},
{
"seed": 15,
"d": 8,
"K": 4,
"n_anS": 2,
"single_domain": {
"precision_standard": 0.8888888888888888,
"precision_ours": 0.875,
"n_adjacencies": 9,
"n_oriented": 8,
"n_true_edges": 8,
"oriented_direction_correct": 7,
"oriented_satisfying_theorem2": 7,
"recall_standard": 1.0,
"recall_ours": 0.875
},
"multi_domain": {
"precision_standard": 0.8888888888888888,
"precision_ours": 0.8888888888888888,
"n_adjacencies": 9,
"n_oriented": 9,
"n_true_edges": 8,
"oriented_direction_correct": 6,
"oriented_satisfying_theorem2": 5,
"recall_standard": 1.0,
"recall_ours": 1.0
},
"single_correct_oriented": 7,
"multi_correct_oriented": 6,
"single_n_oriented": 8,
"multi_n_oriented": 9
},
{
"seed": 16,
"d": 8,
"K": 4,
"n_anS": 5,
"single_domain": {
"precision_standard": 0.75,
"precision_ours": 0.75,
"n_adjacencies": 8,
"n_oriented": 8,
"n_true_edges": 8,
"oriented_direction_correct": 5,
"oriented_satisfying_theorem2": 1,
"recall_standard": 0.75,
"recall_ours": 0.75
},
"multi_domain": {
"precision_standard": 0.6363636363636364,
"precision_ours": 0.6363636363636364,
"n_adjacencies": 11,
"n_oriented": 11,
"n_true_edges": 8,
"oriented_direction_correct": 1,
"oriented_satisfying_theorem2": 0,
"recall_standard": 0.875,
"recall_ours": 0.875
},
"single_correct_oriented": 5,
"multi_correct_oriented": 1,
"single_n_oriented": 8,
"multi_n_oriented": 11
},
{
"seed": 17,
"d": 8,
"K": 4,
"n_anS": 2,
"single_domain": {
"precision_standard": 1.0,
"precision_ours": 1.0,
"n_adjacencies": 8,
"n_oriented": 5,
"n_true_edges": 8,
"oriented_direction_correct": 5,
"oriented_satisfying_theorem2": 5,
"recall_standard": 1.0,
"recall_ours": 0.625
},
"multi_domain": {
"precision_standard": 0.8,
"precision_ours": 0.7777777777777778,
"n_adjacencies": 10,
"n_oriented": 9,
"n_true_edges": 8,
"oriented_direction_correct": 6,
"oriented_satisfying_theorem2": 6,
"recall_standard": 1.0,
"recall_ours": 0.875
},
"single_correct_oriented": 5,
"multi_correct_oriented": 6,
"single_n_oriented": 5,
"multi_n_oriented": 9
},
{
"seed": 18,
"d": 8,
"K": 4,
"n_anS": 4,
"single_domain": {
"precision_standard": 0.7272727272727273,
"precision_ours": 0.5,
"n_adjacencies": 11,
"n_oriented": 2,
"n_true_edges": 8,
"oriented_direction_correct": 0,
"oriented_satisfying_theorem2": 0,
"recall_standard": 1.0,
"recall_ours": 0.125
},
"multi_domain": {
"precision_standard": 0.7272727272727273,
"precision_ours": 0.7272727272727273,
"n_adjacencies": 11,
"n_oriented": 11,
"n_true_edges": 8,
"oriented_direction_correct": 4,
"oriented_satisfying_theorem2": 3,
"recall_standard": 1.0,
"recall_ours": 1.0
},
"single_correct_oriented": 0,
"multi_correct_oriented": 4,
"single_n_oriented": 2,
"multi_n_oriented": 11
},
{
"seed": 19,
"d": 8,
"K": 4,
"n_anS": 4,
"single_domain": {
"precision_standard": 0.8,
"precision_ours": 1.0,
"n_adjacencies": 10,
"n_oriented": 3,
"n_true_edges": 8,
"oriented_direction_correct": 3,
"oriented_satisfying_theorem2": 3,
"recall_standard": 1.0,
"recall_ours": 0.375
},
"multi_domain": {
"precision_standard": 0.8888888888888888,
"precision_ours": 1.0,
"n_adjacencies": 9,
"n_oriented": 3,
"n_true_edges": 8,
"oriented_direction_correct": 3,
"oriented_satisfying_theorem2": 3,
"recall_standard": 1.0,
"recall_ours": 0.375
},
"single_correct_oriented": 3,
"multi_correct_oriented": 3,
"single_n_oriented": 3,
"multi_n_oriented": 3
}
]
},
"runtime_sec": 9.383110046386719
}