| { | |
| "J_probe": [ | |
| { | |
| "family": "archive", | |
| "J_squared_direction_fraction": 0.03635181486606598, | |
| "J_heldout_correct": 6, | |
| "n": 8 | |
| }, | |
| { | |
| "family": "cause", | |
| "J_squared_direction_fraction": 0.03983666002750397, | |
| "J_heldout_correct": 6, | |
| "n": 8 | |
| }, | |
| { | |
| "family": "prototype", | |
| "J_squared_direction_fraction": 0.05333327502012253, | |
| "J_heldout_correct": 7, | |
| "n": 8 | |
| }, | |
| { | |
| "family": "pump", | |
| "J_squared_direction_fraction": 0.041934266686439514, | |
| "J_heldout_correct": 5, | |
| "n": 8 | |
| }, | |
| { | |
| "family": "route", | |
| "J_squared_direction_fraction": 0.03952423110604286, | |
| "J_heldout_correct": 6, | |
| "n": 8 | |
| }, | |
| { | |
| "family": "staffing", | |
| "J_squared_direction_fraction": 0.04100742191076279, | |
| "J_heldout_correct": 6, | |
| "n": 8 | |
| } | |
| ], | |
| "causal_axis_gain_by_domain": { | |
| "main": { | |
| "archive": 3.0625, | |
| "cause": 6.1875, | |
| "prototype": 3.03125, | |
| "pump": 1.09375, | |
| "route": 4.28125, | |
| "staffing": 1.3125 | |
| }, | |
| "forecast": { | |
| "archive": 3.0625, | |
| "cause": 6.1875, | |
| "prototype": 3.03125, | |
| "pump": 1.09375, | |
| "route": 4.28125, | |
| "staffing": 1.3125 | |
| } | |
| }, | |
| "restoration": { | |
| "main": { | |
| "residual_squared_projection_fraction": 0.00020899210243980525, | |
| "semantic_norm_mean": 1.7172053994839491, | |
| "unrelated_norm_mean": 1.717459116152491 | |
| }, | |
| "forecast": { | |
| "residual_squared_projection_fraction": 0.0004231602098069674, | |
| "semantic_norm_mean": 1.3699543410456398, | |
| "unrelated_norm_mean": 1.3709534571080946 | |
| } | |
| }, | |
| "comparisons": [ | |
| { | |
| "tag": "main", | |
| "condition": "other_forecast", | |
| "domains": { | |
| "archive": { | |
| "n": 16, | |
| "none": 0.0234375, | |
| "semantic_restore": 0.01953125, | |
| "random_equal_norm": 0.033203125, | |
| "J_semantic_restore": 0.0166015625, | |
| "J_random_equal_norm": 0.0224609375, | |
| "semantic_fraction_removed": 0.16666666666666663, | |
| "unrelated_fraction_removed": -0.41666666666666674 | |
| }, | |
| "cause": { | |
| "n": 16, | |
| "none": 0.01953125, | |
| "semantic_restore": 0.021728515625, | |
| "random_equal_norm": 0.012939453125, | |
| "J_semantic_restore": 0.01416015625, | |
| "J_random_equal_norm": 0.01416015625, | |
| "semantic_fraction_removed": -0.11250000000000004, | |
| "unrelated_fraction_removed": 0.3375 | |
| }, | |
| "prototype": { | |
| "n": 16, | |
| "none": 0.033203125, | |
| "semantic_restore": 0.0302734375, | |
| "random_equal_norm": 0.013671875, | |
| "J_semantic_restore": 0.029296875, | |
| "J_random_equal_norm": 0.015625, | |
| "semantic_fraction_removed": 0.08823529411764708, | |
| "unrelated_fraction_removed": 0.5882352941176471 | |
| }, | |
| "pump": { | |
| "n": 16, | |
| "none": 0.0126953125, | |
| "semantic_restore": 0.01171875, | |
| "random_equal_norm": 0.0126953125, | |
| "J_semantic_restore": 0.017578125, | |
| "J_random_equal_norm": 0.017578125, | |
| "semantic_fraction_removed": 0.07692307692307687, | |
| "unrelated_fraction_removed": 0.0 | |
| }, | |
| "route": { | |
| "n": 16, | |
| "none": 0.033203125, | |
| "semantic_restore": 0.026611328125, | |
| "random_equal_norm": 0.021484375, | |
| "J_semantic_restore": 0.027587890625, | |
| "J_random_equal_norm": 0.028564453125, | |
| "semantic_fraction_removed": 0.19852941176470584, | |
| "unrelated_fraction_removed": 0.3529411764705882 | |
| }, | |
| "staffing": { | |
| "n": 16, | |
| "none": 0.033203125, | |
| "semantic_restore": 0.03515625, | |
| "random_equal_norm": 0.03125, | |
| "J_semantic_restore": 0.033203125, | |
| "J_random_equal_norm": 0.0400390625, | |
| "semantic_fraction_removed": -0.05882352941176472, | |
| "unrelated_fraction_removed": 0.05882352941176472 | |
| } | |
| }, | |
| "leave_one_domain_out": [ | |
| { | |
| "omitted_domain": "archive", | |
| "semantic_removed": 0.04814814814814816, | |
| "unrelated_removed": 0.3018518518518518 | |
| }, | |
| { | |
| "omitted_domain": "cause", | |
| "semantic_removed": 0.09172661870503596, | |
| "unrelated_removed": 0.17266187050359716 | |
| }, | |
| { | |
| "omitted_domain": "prototype", | |
| "semantic_removed": 0.06000000000000005, | |
| "unrelated_removed": 0.08599999999999997 | |
| }, | |
| { | |
| "omitted_domain": "pump", | |
| "semantic_removed": 0.06506849315068497, | |
| "unrelated_removed": 0.2106164383561644 | |
| }, | |
| { | |
| "omitted_domain": "route", | |
| "semantic_removed": 0.030000000000000027, | |
| "unrelated_removed": 0.15000000000000002 | |
| }, | |
| { | |
| "omitted_domain": "staffing", | |
| "semantic_removed": 0.09999999999999998, | |
| "unrelated_removed": 0.22999999999999998 | |
| } | |
| ], | |
| "histories": [ | |
| { | |
| "history": 10, | |
| "semantic_removed": 0.09782608695652173, | |
| "unrelated_removed": 0.15579710144927528 | |
| }, | |
| { | |
| "history": 12, | |
| "semantic_removed": 0.04166666666666663, | |
| "unrelated_removed": 0.2222222222222222 | |
| } | |
| ] | |
| }, | |
| { | |
| "tag": "main", | |
| "condition": "recurrent_selector", | |
| "domains": { | |
| "archive": { | |
| "n": 32, | |
| "none": 1.10302734375, | |
| "semantic_restore": 0.75634765625, | |
| "random_equal_norm": 1.072265625, | |
| "J_semantic_restore": 1.1650390625, | |
| "J_random_equal_norm": 1.17236328125, | |
| "semantic_fraction_removed": 0.314298362107127, | |
| "unrelated_fraction_removed": 0.027888446215139417 | |
| }, | |
| "cause": { | |
| "n": 32, | |
| "none": 1.1015625, | |
| "semantic_restore": 0.4918212890625, | |
| "random_equal_norm": 1.1737060546875, | |
| "J_semantic_restore": 1.078369140625, | |
| "J_random_equal_norm": 1.08349609375, | |
| "semantic_fraction_removed": 0.5535239361702128, | |
| "unrelated_fraction_removed": -0.0654920212765957 | |
| }, | |
| "prototype": { | |
| "n": 32, | |
| "none": 2.1212158203125, | |
| "semantic_restore": 0.9249267578125, | |
| "random_equal_norm": 2.2032470703125, | |
| "J_semantic_restore": 2.2061767578125, | |
| "J_random_equal_norm": 2.1724853515625, | |
| "semantic_fraction_removed": 0.5639638602750763, | |
| "unrelated_fraction_removed": -0.03867180756171962 | |
| }, | |
| "pump": { | |
| "n": 32, | |
| "none": 0.2978515625, | |
| "semantic_restore": 0.3125, | |
| "random_equal_norm": 0.33740234375, | |
| "J_semantic_restore": 0.3662109375, | |
| "J_random_equal_norm": 0.30859375, | |
| "semantic_fraction_removed": -0.049180327868852514, | |
| "unrelated_fraction_removed": -0.13278688524590154 | |
| }, | |
| "route": { | |
| "n": 32, | |
| "none": 0.5352783203125, | |
| "semantic_restore": 0.3336181640625, | |
| "random_equal_norm": 0.572998046875, | |
| "J_semantic_restore": 0.5115966796875, | |
| "J_random_equal_norm": 0.495849609375, | |
| "semantic_fraction_removed": 0.3767388825541619, | |
| "unrelated_fraction_removed": -0.0704675028506272 | |
| }, | |
| "staffing": { | |
| "n": 32, | |
| "none": 0.4083251953125, | |
| "semantic_restore": 0.36376953125, | |
| "random_equal_norm": 0.419921875, | |
| "J_semantic_restore": 0.3804931640625, | |
| "J_random_equal_norm": 0.40380859375, | |
| "semantic_fraction_removed": 0.10911808669656198, | |
| "unrelated_fraction_removed": -0.0284005979073243 | |
| } | |
| }, | |
| "leave_one_domain_out": [ | |
| { | |
| "omitted_domain": "archive", | |
| "semantic_removed": 0.45642722375652844, | |
| "unrelated_removed": -0.054442044242706045 | |
| }, | |
| { | |
| "omitted_domain": "cause", | |
| "semantic_removed": 0.3973703632834923, | |
| "unrelated_removed": -0.03138069595167159 | |
| }, | |
| { | |
| "omitted_domain": "prototype", | |
| "semantic_removed": 0.3447396386822529, | |
| "unrelated_removed": -0.037796670208997574 | |
| }, | |
| { | |
| "omitted_domain": "pump", | |
| "semantic_removed": 0.4552551717747353, | |
| "unrelated_removed": -0.03277966965506063 | |
| }, | |
| { | |
| "omitted_domain": "route", | |
| "semantic_removed": 0.43374896899713744, | |
| "unrelated_removed": -0.03469021396341754 | |
| }, | |
| { | |
| "omitted_domain": "staffing", | |
| "semantic_removed": 0.4535279920495954, | |
| "unrelated_removed": -0.038900194027731816 | |
| } | |
| ], | |
| "histories": [ | |
| { | |
| "history": 10, | |
| "semantic_removed": 0.4143301221876827, | |
| "unrelated_removed": -0.028561755563078828 | |
| }, | |
| { | |
| "history": 12, | |
| "semantic_removed": 0.4627935346142117, | |
| "unrelated_removed": -0.06183287587679165 | |
| } | |
| ] | |
| }, | |
| { | |
| "tag": "forecast", | |
| "condition": "recurrent_forecast", | |
| "domains": { | |
| "archive": { | |
| "n": 32, | |
| "none": 0.1533203125, | |
| "semantic_restore": 0.0849609375, | |
| "random_equal_norm": 0.14892578125, | |
| "J_semantic_restore": 0.14990234375, | |
| "J_random_equal_norm": 0.138671875, | |
| "semantic_fraction_removed": 0.445859872611465, | |
| "unrelated_fraction_removed": 0.0286624203821656 | |
| }, | |
| "cause": { | |
| "n": 32, | |
| "none": 0.212890625, | |
| "semantic_restore": 0.1593017578125, | |
| "random_equal_norm": 0.2257080078125, | |
| "J_semantic_restore": 0.200927734375, | |
| "J_random_equal_norm": 0.1905517578125, | |
| "semantic_fraction_removed": 0.2517201834862385, | |
| "unrelated_fraction_removed": -0.06020642201834869 | |
| }, | |
| "prototype": { | |
| "n": 32, | |
| "none": 0.0830078125, | |
| "semantic_restore": 0.052734375, | |
| "random_equal_norm": 0.103515625, | |
| "J_semantic_restore": 0.08349609375, | |
| "J_random_equal_norm": 0.1025390625, | |
| "semantic_fraction_removed": 0.3647058823529412, | |
| "unrelated_fraction_removed": -0.24705882352941178 | |
| }, | |
| "pump": { | |
| "n": 32, | |
| "none": 0.0283203125, | |
| "semantic_restore": 0.03271484375, | |
| "random_equal_norm": 0.041015625, | |
| "J_semantic_restore": 0.04931640625, | |
| "J_random_equal_norm": 0.04296875, | |
| "semantic_fraction_removed": -0.15517241379310343, | |
| "unrelated_fraction_removed": -0.4482758620689655 | |
| }, | |
| "route": { | |
| "n": 32, | |
| "none": 0.0682373046875, | |
| "semantic_restore": 0.0396728515625, | |
| "random_equal_norm": 0.0765380859375, | |
| "J_semantic_restore": 0.061767578125, | |
| "J_random_equal_norm": 0.1038818359375, | |
| "semantic_fraction_removed": 0.41860465116279066, | |
| "unrelated_fraction_removed": -0.12164579606440062 | |
| }, | |
| "staffing": { | |
| "n": 32, | |
| "none": 0.07275390625, | |
| "semantic_restore": 0.0517578125, | |
| "random_equal_norm": 0.06494140625, | |
| "J_semantic_restore": 0.05859375, | |
| "J_random_equal_norm": 0.06884765625, | |
| "semantic_fraction_removed": 0.28859060402684567, | |
| "unrelated_fraction_removed": 0.10738255033557043 | |
| } | |
| }, | |
| "leave_one_domain_out": [ | |
| { | |
| "omitted_domain": "archive", | |
| "semantic_removed": 0.2773550249278405, | |
| "unrelated_removed": -0.09997376016793491 | |
| }, | |
| { | |
| "omitted_domain": "cause", | |
| "semantic_removed": 0.35449894673487814, | |
| "unrelated_removed": -0.072223894071622 | |
| }, | |
| { | |
| "omitted_domain": "prototype", | |
| "semantic_removed": 0.3120583542284021, | |
| "unrelated_removed": -0.04034647823113735 | |
| }, | |
| { | |
| "omitted_domain": "pump", | |
| "semantic_removed": 0.3418821096173733, | |
| "unrelated_removed": -0.04984488107549123 | |
| }, | |
| { | |
| "omitted_domain": "route", | |
| "semantic_removed": 0.3067879325643301, | |
| "unrelated_removed": -0.06144631765749775 | |
| }, | |
| { | |
| "omitted_domain": "staffing", | |
| "semantic_removed": 0.3231939163498099, | |
| "unrelated_removed": -0.09147841646164179 | |
| } | |
| ], | |
| "histories": [ | |
| { | |
| "history": 10, | |
| "semantic_removed": 0.2925877763328998, | |
| "unrelated_removed": -0.007802340702210753 | |
| }, | |
| { | |
| "history": 12, | |
| "semantic_removed": 0.3238715681712425, | |
| "unrelated_removed": -0.07887389483480689 | |
| } | |
| ] | |
| }, | |
| { | |
| "tag": "forecast", | |
| "condition": "unused_forecast", | |
| "domains": { | |
| "archive": { | |
| "n": 32, | |
| "none": 0.18701171875, | |
| "semantic_restore": 0.150390625, | |
| "random_equal_norm": 0.18408203125, | |
| "J_semantic_restore": 0.224609375, | |
| "J_random_equal_norm": 0.1982421875, | |
| "semantic_fraction_removed": 0.19582245430809397, | |
| "unrelated_fraction_removed": 0.015665796344647487 | |
| }, | |
| "cause": { | |
| "n": 32, | |
| "none": 0.040283203125, | |
| "semantic_restore": 0.0269775390625, | |
| "random_equal_norm": 0.0426025390625, | |
| "J_semantic_restore": 0.026611328125, | |
| "J_random_equal_norm": 0.0523681640625, | |
| "semantic_fraction_removed": 0.3303030303030303, | |
| "unrelated_fraction_removed": -0.05757575757575761 | |
| }, | |
| "prototype": { | |
| "n": 32, | |
| "none": 0.0693359375, | |
| "semantic_restore": 0.0595703125, | |
| "random_equal_norm": 0.068359375, | |
| "J_semantic_restore": 0.068359375, | |
| "J_random_equal_norm": 0.083984375, | |
| "semantic_fraction_removed": 0.14084507042253525, | |
| "unrelated_fraction_removed": 0.014084507042253502 | |
| }, | |
| "pump": { | |
| "n": 32, | |
| "none": 0.02197265625, | |
| "semantic_restore": 0.025390625, | |
| "random_equal_norm": 0.02734375, | |
| "J_semantic_restore": 0.02734375, | |
| "J_random_equal_norm": 0.0302734375, | |
| "semantic_fraction_removed": -0.15555555555555545, | |
| "unrelated_fraction_removed": -0.24444444444444446 | |
| }, | |
| "route": { | |
| "n": 32, | |
| "none": 0.1397705078125, | |
| "semantic_restore": 0.1295166015625, | |
| "random_equal_norm": 0.1463623046875, | |
| "J_semantic_restore": 0.1634521484375, | |
| "J_random_equal_norm": 0.1727294921875, | |
| "semantic_fraction_removed": 0.07336244541484715, | |
| "unrelated_fraction_removed": -0.04716157205240168 | |
| }, | |
| "staffing": { | |
| "n": 32, | |
| "none": 0.0380859375, | |
| "semantic_restore": 0.041015625, | |
| "random_equal_norm": 0.04296875, | |
| "J_semantic_restore": 0.03271484375, | |
| "J_random_equal_norm": 0.02734375, | |
| "semantic_fraction_removed": -0.07692307692307687, | |
| "unrelated_fraction_removed": -0.1282051282051282 | |
| } | |
| }, | |
| "leave_one_domain_out": [ | |
| { | |
| "omitted_domain": "archive", | |
| "semantic_removed": 0.0871794871794872, | |
| "unrelated_removed": -0.0587771203155818 | |
| }, | |
| { | |
| "omitted_domain": "cause", | |
| "semantic_removed": 0.11024886272411027, | |
| "unrelated_removed": -0.028364998662028462 | |
| }, | |
| { | |
| "omitted_domain": "prototype", | |
| "semantic_removed": 0.12603601028865385, | |
| "unrelated_removed": -0.038010860245784484 | |
| }, | |
| { | |
| "omitted_domain": "pump", | |
| "semantic_removed": 0.14124003087213788, | |
| "unrelated_removed": -0.020838693079495707 | |
| }, | |
| { | |
| "omitted_domain": "route", | |
| "semantic_removed": 0.14955509924709098, | |
| "unrelated_removed": -0.024298425735797435 | |
| }, | |
| { | |
| "omitted_domain": "staffing", | |
| "semantic_removed": 0.14513981358189076, | |
| "unrelated_removed": -0.022636484687083902 | |
| } | |
| ], | |
| "histories": [ | |
| { | |
| "history": 10, | |
| "semantic_removed": -0.06656804733727806, | |
| "unrelated_removed": 0.013313609467455634 | |
| }, | |
| { | |
| "history": 12, | |
| "semantic_removed": 0.16691241521675015, | |
| "unrelated_removed": -0.039516366853435736 | |
| } | |
| ] | |
| } | |
| ] | |
| } |