diff --git "a/models/dt_structure.json" "b/models/dt_structure.json" --- "a/models/dt_structure.json" +++ "b/models/dt_structure.json" @@ -2,10 +2,10 @@ "nodes": [ { "id": 10, - "samples": 5, - "impurity": 0.1528, - "class": "Slack", - "classIdx": 5, + "samples": 4, + "impurity": 0.2411, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -17,10 +17,10 @@ }, { "id": 11, - "samples": 8, - "impurity": 0.6286, - "class": "Priority-EDD", - "classIdx": 1, + "samples": 12, + "impurity": 0.5782, + "class": "ATC", + "classIdx": 3, "values": [ 0, 0, @@ -32,10 +32,10 @@ }, { "id": 9, - "samples": 13, - "impurity": 0.4506, - "class": "Slack", - "classIdx": 5, + "samples": 16, + "impurity": 0.6147, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -44,31 +44,31 @@ 0, 0 ], - "feature": "avg_priority_weight", - "featureIdx": 15, - "threshold": 1.8083, + "feature": "zone_utilization_std", + "featureIdx": 5, + "threshold": 0.2585, "left": 10, "right": 11 }, { "id": 13, - "samples": 41, - "impurity": 0.7628, - "class": "ATC", - "classIdx": 3, + "samples": 2, + "impurity": 0.0, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, 0, 0, 0, - 0 + 1 ] }, { "id": 14, - "samples": 129, - "impurity": 0.6244, + "samples": 4, + "impurity": 0.4709, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -82,10 +82,10 @@ }, { "id": 12, - "samples": 170, - "impurity": 0.6996, - "class": "Priority-EDD", - "classIdx": 1, + "samples": 6, + "impurity": 0.2693, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -94,18 +94,18 @@ 0, 0 ], - "feature": "std_remaining_proc_time", - "featureIdx": 8, - "threshold": 2.7202, + "feature": "avg_remaining_proc_time", + "featureIdx": 7, + "threshold": 17.839, "left": 13, "right": 14 }, { "id": 8, - "samples": 183, - "impurity": 0.7039, - "class": "Priority-EDD", - "classIdx": 1, + "samples": 22, + "impurity": 0.7385, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -114,24 +114,24 @@ 0, 0 ], - "feature": "queue_imbalance", - "featureIdx": 19, - "threshold": 2.015, + "feature": "disruption_intensity", + "featureIdx": 18, + "threshold": 0.25, "left": 9, "right": 12 }, { "id": 17, - "samples": 3, - "impurity": -0.0, - "class": "WSPT", - "classIdx": 4, + "samples": 7, + "impurity": 0.1372, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, 0, 0, - 1, + 0, 0 ] }, @@ -152,10 +152,10 @@ }, { "id": 16, - "samples": 4, - "impurity": 0.4709, - "class": "Priority-EDD", - "classIdx": 1, + "samples": 8, + "impurity": 0.2127, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -164,33 +164,68 @@ 0, 0 ], - "feature": "pct_type_C", - "featureIdx": 24, - "threshold": 0.1783, + "feature": "zone_utilization_std", + "featureIdx": 5, + "threshold": 0.3403, "left": 17, "right": 18 }, { - "id": 19, + "id": 20, "samples": 1, "impurity": 0.0, - "class": "Critical-Ratio", - "classIdx": 2, + "class": "WSPT", + "classIdx": 4, "values": [ + 0, + 0, 0, 0, 1, + 0 + ] + }, + { + "id": 21, + "samples": 1, + "impurity": 0.0, + "class": "ATC", + "classIdx": 3, + "values": [ + 0, + 0, 0, + 1, 0, 0 ] }, + { + "id": 19, + "samples": 2, + "impurity": 0.2737, + "class": "ATC", + "classIdx": 3, + "values": [ + 0, + 0, + 0, + 0, + 0, + 0 + ], + "feature": "zone_utilization_std", + "featureIdx": 5, + "threshold": 0.3178, + "left": 20, + "right": 21 + }, { "id": 15, - "samples": 5, - "impurity": 0.3407, - "class": "Critical-Ratio", - "classIdx": 2, + "samples": 10, + "impurity": 0.2982, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -199,18 +234,18 @@ 0, 0 ], - "feature": "count_type_B", - "featureIdx": 28, - "threshold": 14.0, + "feature": "avg_due_date_tightness", + "featureIdx": 2, + "threshold": 134.7829, "left": 16, "right": 19 }, { "id": 7, - "samples": 188, - "impurity": 0.7173, - "class": "Priority-EDD", - "classIdx": 1, + "samples": 32, + "impurity": 0.6835, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -219,18 +254,18 @@ 0, 0 ], - "feature": "count_type_A", - "featureIdx": 27, - "threshold": 15.5, + "feature": "zone_utilization_std", + "featureIdx": 5, + "threshold": 0.305, "left": 8, "right": 15 }, { - "id": 23, - "samples": 5, - "impurity": 0.0923, - "class": "Priority-EDD", - "classIdx": 1, + "id": 25, + "samples": 4, + "impurity": 0.3673, + "class": "ATC", + "classIdx": 3, "values": [ 0, 0, @@ -241,11 +276,11 @@ ] }, { - "id": 24, - "samples": 7, - "impurity": 0.1346, - "class": "ATC", - "classIdx": 3, + "id": 26, + "samples": 167, + "impurity": 0.4239, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -256,11 +291,11 @@ ] }, { - "id": 22, - "samples": 12, - "impurity": 0.5489, - "class": "ATC", - "classIdx": 3, + "id": 24, + "samples": 171, + "impurity": 0.4399, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -269,18 +304,18 @@ 0, 0 ], - "feature": "n_broken_stations", - "featureIdx": 11, - "threshold": 2.5, - "left": 23, - "right": 24 + "feature": "avg_due_date_tightness", + "featureIdx": 2, + "threshold": 71.9158, + "left": 25, + "right": 26 }, { - "id": 26, + "id": 28, "samples": 5, - "impurity": 0.4759, - "class": "ATC", - "classIdx": 3, + "impurity": 0.3437, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -291,9 +326,9 @@ ] }, { - "id": 27, - "samples": 32, - "impurity": 0.1917, + "id": 29, + "samples": 89, + "impurity": 0.6618, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -306,9 +341,9 @@ ] }, { - "id": 25, - "samples": 37, - "impurity": 0.32, + "id": 27, + "samples": 94, + "impurity": 0.6952, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -319,16 +354,16 @@ 0, 0 ], - "feature": "count_type_A", - "featureIdx": 27, - "threshold": 1.5, - "left": 26, - "right": 27 + "feature": "avg_priority_weight", + "featureIdx": 15, + "threshold": 1.505, + "left": 28, + "right": 29 }, { - "id": 21, - "samples": 49, - "impurity": 0.4339, + "id": 23, + "samples": 265, + "impurity": 0.5776, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -339,16 +374,16 @@ 0, 0 ], - "feature": "std_remaining_proc_time", - "featureIdx": 8, - "threshold": 6.9346, - "left": 22, - "right": 25 + "feature": "pct_type_A", + "featureIdx": 22, + "threshold": 0.4599, + "left": 24, + "right": 27 }, { - "id": 30, - "samples": 4, - "impurity": 0.1191, + "id": 32, + "samples": 2, + "impurity": 0.2813, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -361,24 +396,24 @@ ] }, { - "id": 31, - "samples": 44, - "impurity": 0.5356, + "id": 33, + "samples": 1, + "impurity": 0.0, "class": "ATC", "classIdx": 3, "values": [ 0, 0, 0, - 0, + 1, 0, 0 ] }, { - "id": 29, - "samples": 48, - "impurity": 0.5604, + "id": 31, + "samples": 3, + "impurity": 0.5782, "class": "ATC", "classIdx": 3, "values": [ @@ -389,33 +424,33 @@ 0, 0 ], - "feature": "job_mix_entropy", - "featureIdx": 20, - "threshold": 0.9787, - "left": 30, - "right": 31 + "feature": "pct_type_D", + "featureIdx": 25, + "threshold": 0.1611, + "left": 32, + "right": 33 }, { - "id": 33, - "samples": 9, - "impurity": 0.104, - "class": "Priority-EDD", - "classIdx": 1, + "id": 34, + "samples": 1, + "impurity": 0.0, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, - 0, + 1, 0, 0, 0 ] }, { - "id": 34, - "samples": 3, - "impurity": 0.4042, - "class": "ATC", - "classIdx": 3, + "id": 30, + "samples": 4, + "impurity": 0.4239, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -423,12 +458,17 @@ 0, 0, 0 - ] + ], + "feature": "pct_type_B", + "featureIdx": 23, + "threshold": 0.2257, + "left": 31, + "right": 34 }, { - "id": 32, - "samples": 12, - "impurity": 0.3531, + "id": 22, + "samples": 269, + "impurity": 0.5989, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -439,56 +479,16 @@ 0, 0 ], - "feature": "job_mix_entropy", - "featureIdx": 20, - "threshold": 2.0418, - "left": 33, - "right": 34 - }, - { - "id": 28, - "samples": 60, - "impurity": 0.5782, - "class": "ATC", - "classIdx": 3, - "values": [ - 0, - 0, - 0, - 0, - 0, - 0 - ], - "feature": "avg_due_date_tightness", - "featureIdx": 2, - "threshold": 134.5648, - "left": 29, - "right": 32 - }, - { - "id": 20, - "samples": 109, - "impurity": 0.5416, - "class": "Priority-EDD", - "classIdx": 1, - "values": [ - 0, - 0, - 0, - 0, - 0, - 0 - ], - "feature": "bottleneck_zone", - "featureIdx": 6, - "threshold": 0.989, - "left": 21, - "right": 28 + "feature": "count_type_A", + "featureIdx": 27, + "threshold": 17.5, + "left": 23, + "right": 30 }, { "id": 6, - "samples": 297, - "impurity": 0.6974, + "samples": 301, + "impurity": 0.6791, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -499,16 +499,16 @@ 0, 0 ], - "feature": "std_remaining_proc_time", - "featureIdx": 8, - "threshold": 6.3591, + "feature": "avg_remaining_proc_time", + "featureIdx": 7, + "threshold": 22.6918, "left": 7, - "right": 20 + "right": 22 }, { "id": 39, - "samples": 38, - "impurity": 0.5665, + "samples": 5, + "impurity": 0.1828, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -522,10 +522,10 @@ }, { "id": 40, - "samples": 28, - "impurity": 0.6618, - "class": "Priority-EDD", - "classIdx": 1, + "samples": 5, + "impurity": 0.6432, + "class": "FIFO", + "classIdx": 0, "values": [ 0, 0, @@ -537,8 +537,8 @@ }, { "id": 38, - "samples": 66, - "impurity": 0.6865, + "samples": 10, + "impurity": 0.5026, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -549,22 +549,22 @@ 0, 0 ], - "feature": "count_type_C", - "featureIdx": 29, - "threshold": 11.5, + "feature": "disruption_intensity", + "featureIdx": 18, + "threshold": 0.3, "left": 39, "right": 40 }, { "id": 42, - "samples": 153, - "impurity": 0.729, - "class": "Slack", - "classIdx": 5, + "samples": 1, + "impurity": 0.0, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, - 0, + 1, 0, 0, 0 @@ -572,8 +572,8 @@ }, { "id": 43, - "samples": 713, - "impurity": 0.7866, + "samples": 149, + "impurity": 0.7144, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -587,8 +587,8 @@ }, { "id": 41, - "samples": 866, - "impurity": 0.7879, + "samples": 150, + "impurity": 0.7352, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -599,16 +599,16 @@ 0, 0 ], - "feature": "pct_type_A", - "featureIdx": 22, - "threshold": 0.194, + "feature": "avg_remaining_proc_time", + "featureIdx": 7, + "threshold": 32.583, "left": 42, "right": 43 }, { "id": 37, - "samples": 932, - "impurity": 0.7899, + "samples": 160, + "impurity": 0.7661, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -619,16 +619,16 @@ 0, 0 ], - "feature": "zone_utilization_std", - "featureIdx": 5, - "threshold": 0.2441, + "feature": "pct_type_B", + "featureIdx": 23, + "threshold": 0.0627, "left": 38, "right": 41 }, { "id": 46, - "samples": 4, - "impurity": 0.5751, + "samples": 244, + "impurity": 0.7538, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -642,10 +642,10 @@ }, { "id": 47, - "samples": 40, - "impurity": 0.6195, - "class": "ATC", - "classIdx": 3, + "samples": 30, + "impurity": 0.6375, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -657,10 +657,10 @@ }, { "id": 45, - "samples": 44, - "impurity": 0.7536, - "class": "ATC", - "classIdx": 3, + "samples": 274, + "impurity": 0.7671, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -669,18 +669,18 @@ 0, 0 ], - "feature": "disruption_intensity", - "featureIdx": 18, - "threshold": 0.075, + "feature": "zone_utilization_avg", + "featureIdx": 4, + "threshold": 0.38, "left": 46, "right": 47 }, { "id": 49, - "samples": 7, - "impurity": 0.6386, - "class": "ATC", - "classIdx": 3, + "samples": 2, + "impurity": 0.0832, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -692,8 +692,8 @@ }, { "id": 50, - "samples": 13, - "impurity": 0.2074, + "samples": 28, + "impurity": 0.3347, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -707,8 +707,8 @@ }, { "id": 48, - "samples": 20, - "impurity": 0.3862, + "samples": 30, + "impurity": 0.4281, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -719,16 +719,16 @@ 0, 0 ], - "feature": "count_type_A", - "featureIdx": 27, - "threshold": 2.5, + "feature": "pct_type_C", + "featureIdx": 24, + "threshold": 0.1877, "left": 49, "right": 50 }, { "id": 44, - "samples": 64, - "impurity": 0.6894, + "samples": 304, + "impurity": 0.7461, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -739,18 +739,18 @@ 0, 0 ], - "feature": "avg_priority_weight", - "featureIdx": 15, - "threshold": 1.2575, + "feature": "count_type_C", + "featureIdx": 29, + "threshold": 7.5, "left": 45, "right": 48 }, { "id": 36, - "samples": 996, - "impurity": 0.7902, - "class": "Priority-EDD", - "classIdx": 1, + "samples": 464, + "impurity": 0.7752, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -759,18 +759,18 @@ 0, 0 ], - "feature": "pct_type_C", - "featureIdx": 24, - "threshold": 0.433, + "feature": "pct_type_A", + "featureIdx": 22, + "threshold": 0.248, "left": 37, "right": 44 }, { "id": 54, - "samples": 7, - "impurity": 0.4844, - "class": "Priority-EDD", - "classIdx": 1, + "samples": 10, + "impurity": 0.5988, + "class": "ATC", + "classIdx": 3, "values": [ 0, 0, @@ -782,25 +782,25 @@ }, { "id": 55, - "samples": 5, - "impurity": 0.1711, - "class": "Critical-Ratio", - "classIdx": 2, + "samples": 3, + "impurity": 0.0, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, 0, 0, 0, - 0 + 1 ] }, { "id": 53, - "samples": 12, - "impurity": 0.459, - "class": "Critical-Ratio", - "classIdx": 2, + "samples": 13, + "impurity": 0.5244, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -809,18 +809,18 @@ 0, 0 ], - "feature": "count_type_A", - "featureIdx": 27, - "threshold": 2.5, + "feature": "pct_type_C", + "featureIdx": 24, + "threshold": 0.3397, "left": 54, "right": 55 }, { "id": 57, - "samples": 14, - "impurity": 0.5732, - "class": "Slack", - "classIdx": 5, + "samples": 26, + "impurity": 0.5102, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -832,8 +832,8 @@ }, { "id": 58, - "samples": 55, - "impurity": 0.7047, + "samples": 11, + "impurity": 0.1319, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -847,10 +847,10 @@ }, { "id": 56, - "samples": 69, - "impurity": 0.766, - "class": "Priority-EDD", - "classIdx": 1, + "samples": 37, + "impurity": 0.5873, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -859,18 +859,18 @@ 0, 0 ], - "feature": "pct_type_D", - "featureIdx": 25, - "threshold": 0.0356, + "feature": "zone_utilization_std", + "featureIdx": 5, + "threshold": 0.3406, "left": 57, "right": 58 }, { "id": 52, - "samples": 81, - "impurity": 0.7715, - "class": "Priority-EDD", - "classIdx": 1, + "samples": 50, + "impurity": 0.7308, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -881,16 +881,16 @@ ], "feature": "std_remaining_proc_time", "featureIdx": 8, - "threshold": 4.7544, + "threshold": 5.7459, "left": 53, "right": 56 }, { "id": 61, - "samples": 2, - "impurity": 0.498, - "class": "FIFO", - "classIdx": 0, + "samples": 17, + "impurity": 0.4911, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -902,8 +902,8 @@ }, { "id": 62, - "samples": 4, - "impurity": 0.1149, + "samples": 135, + "impurity": 0.7388, "class": "ATC", "classIdx": 3, "values": [ @@ -917,8 +917,8 @@ }, { "id": 60, - "samples": 6, - "impurity": 0.5947, + "samples": 152, + "impurity": 0.7632, "class": "ATC", "classIdx": 3, "values": [ @@ -929,16 +929,16 @@ 0, 0 ], - "feature": "pct_type_B", - "featureIdx": 23, - "threshold": 0.2071, + "feature": "queue_imbalance", + "featureIdx": 19, + "threshold": 2.404, "left": 61, "right": 62 }, { "id": 64, - "samples": 27, - "impurity": 0.2751, + "samples": 127, + "impurity": 0.751, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -952,10 +952,10 @@ }, { "id": 65, - "samples": 4, - "impurity": 0.3906, - "class": "ATC", - "classIdx": 3, + "samples": 360, + "impurity": 0.7305, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -967,10 +967,10 @@ }, { "id": 63, - "samples": 31, - "impurity": 0.3425, - "class": "Critical-Ratio", - "classIdx": 2, + "samples": 487, + "impurity": 0.7523, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -979,18 +979,18 @@ 0, 0 ], - "feature": "avg_due_date_tightness", - "featureIdx": 2, - "threshold": 141.7315, + "feature": "zone_utilization_std", + "featureIdx": 5, + "threshold": 0.2723, "left": 64, "right": 65 }, { "id": 59, - "samples": 37, - "impurity": 0.4128, - "class": "Critical-Ratio", - "classIdx": 2, + "samples": 639, + "impurity": 0.7701, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -999,18 +999,18 @@ 0, 0 ], - "feature": "queue_imbalance", - "featureIdx": 19, - "threshold": 2.6064, + "feature": "avg_due_date_tightness", + "featureIdx": 2, + "threshold": 87.5896, "left": 60, "right": 63 }, { "id": 51, - "samples": 118, - "impurity": 0.6815, - "class": "Critical-Ratio", - "classIdx": 2, + "samples": 689, + "impurity": 0.7804, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -1019,16 +1019,16 @@ 0, 0 ], - "feature": "avg_due_date_tightness", - "featureIdx": 2, - "threshold": 120.6713, + "feature": "std_remaining_proc_time", + "featureIdx": 8, + "threshold": 6.7441, "left": 52, "right": 59 }, { "id": 35, - 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"id": 126, - "samples": 21, - "impurity": 0.489, + "id": 128, + "samples": 185, + "impurity": 0.7212, "class": "Slack", "classIdx": 5, "values": [ @@ -2089,18 +2124,18 @@ 0, 0 ], - "feature": "count_type_D", - "featureIdx": 30, - "threshold": 22.5, - "left": 127, - "right": 128 + "feature": "surge_multiplier", + "featureIdx": 13, + "threshold": 1.0063, + "left": 129, + "right": 130 }, { - "id": 130, - "samples": 10, - "impurity": 0.5513, - "class": "Slack", - "classIdx": 5, + "id": 132, + "samples": 14, + "impurity": 0.0998, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -2111,24 +2146,24 @@ ] }, { - "id": 131, - "samples": 69, - "impurity": 0.6524, - "class": "Priority-EDD", - "classIdx": 1, + "id": 133, + "samples": 2, + "impurity": 0.0, + "class": "WSPT", + "classIdx": 4, "values": [ 0, 0, 0, 0, - 0, + 1, 0 ] }, { - "id": 129, - "samples": 79, - "impurity": 0.737, + "id": 131, + "samples": 16, + "impurity": 0.1552, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -2139,18 +2174,18 @@ 0, 0 ], - 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"featureIdx": 0, - "threshold": 237.5, - "left": 137, - "right": 138 + "feature": "avg_remaining_proc_time", + "featureIdx": 7, + "threshold": 33.6849, + "left": 139, + "right": 140 }, { - "id": 132, - "samples": 247, - "impurity": 0.6901, + "id": 134, + "samples": 336, + "impurity": 0.7665, "class": "WSPT", "classIdx": 4, "values": [ @@ -2279,16 +2314,16 @@ 0, 0 ], - "feature": "count_type_A", - "featureIdx": 27, - "threshold": 43.5, - "left": 133, - "right": 136 + "feature": "zone_utilization_std", + "featureIdx": 5, + "threshold": 0.2027, + "left": 135, + "right": 138 }, { - "id": 124, - "samples": 347, - "impurity": 0.7565, + "id": 126, + "samples": 537, + "impurity": 0.7719, "class": "WSPT", "classIdx": 4, "values": [ @@ -2299,18 +2334,18 @@ 0, 0 ], - "feature": "pct_type_A", - "featureIdx": 22, - "threshold": 0.2964, - "left": 125, - "right": 132 + "feature": "count_type_A", + "featureIdx": 27, + "threshold": 39.5, + "left": 127, + "right": 134 }, { - "id": 142, - "samples": 95, - "impurity": 0.7812, - "class": "ATC", - "classIdx": 3, + "id": 144, + "samples": 9, + "impurity": 0.104, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -2321,26 +2356,26 @@ ] }, { - "id": 143, - "samples": 128, - "impurity": 0.6466, - "class": "Critical-Ratio", - "classIdx": 2, + "id": 145, + "samples": 5, + "impurity": 0.0, + "class": "WSPT", + "classIdx": 4, "values": [ 0, 0, 0, 0, - 0, + 1, 0 ] }, { - "id": 141, - "samples": 223, - "impurity": 0.7346, - "class": "Critical-Ratio", - "classIdx": 2, + "id": 143, + "samples": 14, + "impurity": 0.2813, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -2349,16 +2384,31 @@ 0, 0 ], - "feature": "queue_imbalance", - "featureIdx": 19, - "threshold": 2.518, - "left": 142, - "right": 143 + "feature": "avg_remaining_proc_time", + "featureIdx": 7, + "threshold": 30.3333, + "left": 144, + "right": 145 }, { - "id": 145, - "samples": 139, - "impurity": 0.6925, + "id": 147, + "samples": 2, + "impurity": 0.0, + "class": "FIFO", + "classIdx": 0, + "values": [ + 1, + 0, + 0, + 0, + 0, + 0 + ] + }, + { + "id": 148, + "samples": 4, + "impurity": 0.2737, "class": "ATC", "classIdx": 3, "values": [ @@ -2372,25 +2422,30 @@ }, { "id": 146, - "samples": 1, - "impurity": 0.0, - "class": "Slack", - "classIdx": 5, + "samples": 6, + "impurity": 0.5739, + "class": "FIFO", + "classIdx": 0, "values": [ 0, 0, 0, 0, 0, - 1 - ] + 0 + ], + "feature": "zone_utilization_std", + "featureIdx": 5, + "threshold": 0.2222, + "left": 147, + "right": 148 }, { - "id": 144, - "samples": 140, - "impurity": 0.7274, - "class": "ATC", - "classIdx": 3, + "id": 142, + "samples": 20, + "impurity": 0.6443, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -2399,41 +2454,36 @@ 0, 0 ], - "feature": "surge_multiplier", - "featureIdx": 13, - "threshold": 1.1375, - "left": 145, + "feature": "zone_utilization_avg", + "featureIdx": 4, + "threshold": 0.5776, + "left": 143, "right": 146 }, { - "id": 140, - "samples": 363, - "impurity": 0.7831, + "id": 150, + "samples": 3, + "impurity": 0.0, "class": "Critical-Ratio", "classIdx": 2, "values": [ 0, 0, - 0, + 1, 0, 0, 0 - ], - "feature": "queue_imbalance", - "featureIdx": 19, - "threshold": 2.5884, - "left": 141, - "right": 144 + ] }, { - "id": 149, - "samples": 2, - "impurity": 0.0832, - "class": "Slack", - "classIdx": 5, + "id": 152, + "samples": 1, + "impurity": 0.0, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, - 0, + 1, 0, 0, 0, @@ -2441,13 +2491,13 @@ ] }, { - "id": 150, - "samples": 268, - "impurity": 0.7571, - "class": "WSPT", - "classIdx": 4, + "id": 153, + "samples": 1, + "impurity": -0.0, + "class": "FIFO", + "classIdx": 0, "values": [ - 0, + 1, 0, 0, 0, @@ -2456,11 +2506,11 @@ ] }, { - "id": 148, - "samples": 270, - "impurity": 0.7675, - "class": "WSPT", - "classIdx": 4, + "id": 151, + "samples": 2, + "impurity": 0.498, + "class": "FIFO", + "classIdx": 0, "values": [ 0, 0, @@ -2469,68 +2519,18 @@ 0, 0 ], - "feature": "zone_utilization_std", - "featureIdx": 5, - "threshold": 0.1846, - "left": 149, - "right": 150 - }, - { - "id": 152, - "samples": 17, - "impurity": 0.6441, - "class": "FIFO", - "classIdx": 0, - "values": [ - 0, - 0, - 0, - 0, - 0, - 0 - ] - }, - { - "id": 153, - "samples": 8, - "impurity": 0.131, - "class": "Slack", - "classIdx": 5, - "values": [ - 0, - 0, - 0, - 0, - 0, - 0 - ] - }, - { - "id": 151, - "samples": 25, - "impurity": 0.6052, - "class": "Slack", - "classIdx": 5, - "values": [ - 0, - 0, - 0, - 0, - 0, - 0 - ], - "feature": "pct_type_B", - "featureIdx": 23, - "threshold": 0.226, + "feature": "std_remaining_proc_time", + "featureIdx": 8, + "threshold": 5.5503, "left": 152, "right": 153 }, { - "id": 147, - "samples": 295, - "impurity": 0.7851, - "class": "WSPT", - "classIdx": 4, + "id": 149, + "samples": 5, + "impurity": 0.1852, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -2539,18 +2539,18 @@ 0, 0 ], - "feature": "pct_type_C", - "featureIdx": 24, - "threshold": 0.2942, - "left": 148, + "feature": "n_orders_in_system", + "featureIdx": 0, + "threshold": 579.0, + "left": 150, "right": 151 }, { - "id": 139, - "samples": 658, - "impurity": 0.8166, - "class": "WSPT", - "classIdx": 4, + "id": 141, + "samples": 25, + "impurity": 0.621, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -2559,16 +2559,16 @@ 0, 0 ], - "feature": "std_remaining_proc_time", - "featureIdx": 8, - "threshold": 8.3029, - "left": 140, - "right": 147 + "feature": "pct_type_B", + "featureIdx": 23, + "threshold": 0.3155, + "left": 142, + "right": 149 }, { - "id": 123, - "samples": 1005, - "impurity": 0.8152, + "id": 125, + "samples": 562, + "impurity": 0.7929, "class": "WSPT", "classIdx": 4, "values": [ @@ -2579,18 +2579,18 @@ 0, 0 ], - "feature": "std_remaining_proc_time", - "featureIdx": 8, - "threshold": 6.812, - "left": 124, - "right": 139 + "feature": "count_type_D", + "featureIdx": 30, + "threshold": 93.5, + "left": 126, + "right": 141 }, { "id": 158, - "samples": 972, - "impurity": 0.7711, - "class": "Critical-Ratio", - "classIdx": 2, + "samples": 22, + "impurity": 0.4703, + "class": "ATC", + "classIdx": 3, "values": [ 0, 0, @@ -2602,10 +2602,10 @@ }, { "id": 159, - "samples": 187, - "impurity": 0.7655, - "class": "WSPT", - "classIdx": 4, + "samples": 29, + "impurity": 0.4285, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -2617,8 +2617,8 @@ }, { "id": 157, - "samples": 1159, - "impurity": 0.7833, + "samples": 51, + "impurity": 0.5969, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -2629,18 +2629,18 @@ 0, 0 ], - "feature": "count_type_A", - "featureIdx": 27, - "threshold": 69.5, + "feature": "avg_due_date_tightness", + "featureIdx": 2, + "threshold": 129.618, "left": 158, "right": 159 }, { "id": 161, - "samples": 28, - "impurity": 0.73, - "class": "ATC", - "classIdx": 3, + "samples": 745, + "impurity": 0.8084, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -2652,8 +2652,8 @@ }, { "id": 162, - "samples": 29, - "impurity": 0.4591, + "samples": 195, + "impurity": 0.7778, "class": "Slack", "classIdx": 5, "values": [ @@ -2667,10 +2667,10 @@ }, { "id": 160, - "samples": 57, - "impurity": 0.6722, - "class": "Slack", - "classIdx": 5, + "samples": 940, + "impurity": 0.8173, + "class": "ATC", + "classIdx": 3, "values": [ 0, 0, @@ -2679,16 +2679,16 @@ 0, 0 ], - "feature": "pct_type_B", - "featureIdx": 23, - "threshold": 0.2717, + "feature": "avg_due_date_tightness", + "featureIdx": 2, + "threshold": 163.2302, "left": 161, "right": 162 }, { "id": 156, - "samples": 1216, - "impurity": 0.7913, + "samples": 991, + "impurity": 0.8135, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -2699,18 +2699,18 @@ 0, 0 ], - "feature": "avg_priority_weight", - "featureIdx": 15, - "threshold": 1.5029, + "feature": "avg_remaining_proc_time", + "featureIdx": 7, + "threshold": 30.2116, "left": 157, "right": 160 }, { "id": 165, - "samples": 21, - "impurity": 0.639, - "class": "ATC", - "classIdx": 3, + "samples": 28, + "impurity": 0.2649, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -2722,10 +2722,10 @@ }, { "id": 166, - "samples": 75, - "impurity": 0.3749, - "class": "Critical-Ratio", - "classIdx": 2, + "samples": 6, + "impurity": 0.2813, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -2737,8 +2737,8 @@ }, { "id": 164, - "samples": 96, - "impurity": 0.4405, + "samples": 34, + "impurity": 0.3354, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -2749,18 +2749,18 @@ 0, 0 ], - "feature": "queue_imbalance", - "featureIdx": 19, - "threshold": 2.4842, + "feature": "job_mix_entropy", + "featureIdx": 20, + "threshold": 1.9821, "left": 165, "right": 166 }, { "id": 168, - "samples": 51, - "impurity": 0.6353, - "class": "Slack", - "classIdx": 5, + "samples": 864, + "impurity": 0.7897, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -2772,10 +2772,10 @@ }, { "id": 169, - "samples": 85, - "impurity": 0.7167, - "class": "Critical-Ratio", - "classIdx": 2, + "samples": 88, + "impurity": 0.7571, + "class": "WSPT", + "classIdx": 4, "values": [ 0, 0, @@ -2787,8 +2787,8 @@ }, { "id": 167, - "samples": 136, - "impurity": 0.7647, + "samples": 952, + "impurity": 0.7991, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -2799,16 +2799,16 @@ 0, 0 ], - "feature": "pct_type_D", - "featureIdx": 25, - "threshold": 0.039, + "feature": "count_type_D", + "featureIdx": 30, + "threshold": 137.5, "left": 168, "right": 169 }, { "id": 163, - "samples": 232, - "impurity": 0.6357, + "samples": 986, + "impurity": 0.7823, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -2819,16 +2819,16 @@ 0, 0 ], - "feature": "avg_priority_weight", - "featureIdx": 15, - "threshold": 1.6238, + "feature": "avg_due_date_tightness", + "featureIdx": 2, + "threshold": 176.2285, "left": 164, "right": 167 }, { "id": 155, - "samples": 1448, - "impurity": 0.7713, + "samples": 1977, + "impurity": 0.8064, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -2839,22 +2839,22 @@ 0, 0 ], - "feature": "avg_priority_weight", - "featureIdx": 15, - "threshold": 1.5267, + "feature": "avg_due_date_tightness", + "featureIdx": 2, + "threshold": 174.2735, "left": 156, "right": 163 }, { - "id": 173, - "samples": 19, - "impurity": 0.5913, - "class": "FIFO", - "classIdx": 0, + "id": 172, + "samples": 1, + "impurity": 0.0, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, - 0, + 1, 0, 0, 0 @@ -2862,23 +2862,8 @@ }, { "id": 174, - "samples": 14, - "impurity": 0.4835, - "class": "Slack", - "classIdx": 5, - "values": [ - 0, - 0, - 0, - 0, - 0, - 0 - ] - }, - { - "id": 172, - "samples": 33, - "impurity": 0.705, + "samples": 1, + "impurity": 0.0, "class": "Slack", "classIdx": 5, "values": [ @@ -2887,35 +2872,15 @@ 0, 0, 0, - 0 - ], - "feature": "count_type_B", - "featureIdx": 28, - "threshold": 126.0, - "left": 173, - "right": 174 - }, - { - "id": 176, - "samples": 31, - "impurity": 0.5774, - "class": "FIFO", - "classIdx": 0, - "values": [ - 0, - 0, - 0, - 0, - 0, - 0 + 1 ] }, { - "id": 177, - "samples": 163, - "impurity": 0.7, - "class": "WSPT", - "classIdx": 4, + "id": 175, + "samples": 17, + "impurity": 0.642, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -2926,11 +2891,11 @@ ] }, { - "id": 175, - "samples": 194, - "impurity": 0.7197, - "class": "WSPT", - "classIdx": 4, + "id": 173, + "samples": 18, + "impurity": 0.7364, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -2939,18 +2904,18 @@ 0, 0 ], - "feature": "disruption_intensity", - "featureIdx": 18, - "threshold": 0.3328, - "left": 176, - "right": 177 + "feature": "queue_imbalance", + "featureIdx": 19, + "threshold": 2.4705, + "left": 174, + "right": 175 }, { "id": 171, - "samples": 227, - "impurity": 0.7761, - "class": "WSPT", - "classIdx": 4, + "samples": 19, + "impurity": 0.7861, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -2959,21 +2924,21 @@ 0, 0 ], - "feature": "zone_utilization_std", - "featureIdx": 5, - "threshold": 0.2, + "feature": "std_remaining_proc_time", + "featureIdx": 8, + "threshold": 9.8903, "left": 172, - "right": 175 + "right": 173 }, { - "id": 180, + "id": 178, "samples": 3, - "impurity": 0.4114, + "impurity": -0.0, "class": "Priority-EDD", "classIdx": 1, "values": [ 0, - 0, + 1, 0, 0, 0, @@ -2981,26 +2946,26 @@ ] }, { - "id": 181, - "samples": 4, - "impurity": 0.1067, - "class": "FIFO", - "classIdx": 0, + "id": 179, + "samples": 1, + "impurity": -0.0, + "class": "ATC", + "classIdx": 3, "values": [ 0, 0, 0, - 0, + 1, 0, 0 ] }, { - "id": 179, - "samples": 7, - "impurity": 0.4849, - "class": "FIFO", - "classIdx": 0, + "id": 177, + "samples": 4, + "impurity": 0.3827, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -3009,20 +2974,20 @@ 0, 0 ], - "feature": "zone_utilization_avg", - 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"id": 178, - "samples": 10, - "impurity": 0.4828, + "id": 176, + "samples": 37, + "impurity": 0.3709, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -3079,18 +3044,18 @@ 0, 0 ], - "feature": "pct_type_D", - "featureIdx": 25, - "threshold": 0.1191, - "left": 179, - "right": 182 + "feature": "disruption_intensity", + "featureIdx": 18, + "threshold": 0.4031, + "left": 177, + "right": 180 }, { "id": 170, - "samples": 237, - "impurity": 0.8043, - "class": "FIFO", - "classIdx": 0, + "samples": 56, + "impurity": 0.5349, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -3099,16 +3064,16 @@ 0, 0 ], - "feature": "disruption_intensity", - "featureIdx": 18, - "threshold": 0.5516, + "feature": "pct_type_B", + "featureIdx": 23, + "threshold": 0.2578, "left": 171, - "right": 178 + "right": 176 }, { "id": 154, - "samples": 1685, - "impurity": 0.7859, + "samples": 2033, + "impurity": 0.7992, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -3119,16 +3084,16 @@ 0, 0 ], - 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1, + 0, 0, 0, 0, @@ -3296,9 +3261,9 @@ ] }, { - "id": 196, - "samples": 10, - "impurity": 0.5712, + "id": 194, + "samples": 4, + "impurity": 0.5157, "class": "ATC", "classIdx": 3, "values": [ @@ -3309,31 +3274,31 @@ 0, 0 ], - "feature": "avg_priority_weight", - "featureIdx": 15, - "threshold": 1.3611, - "left": 197, - "right": 198 + "feature": "disruption_intensity", + "featureIdx": 18, + "threshold": 0.4063, + "left": 195, + "right": 196 }, { - "id": 200, - "samples": 5, - "impurity": 0.7245, - "class": "FIFO", - "classIdx": 0, + "id": 197, + "samples": 2, + "impurity": 0.0, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, 0, 0, 0, - 0 + 1 ] }, { - "id": 201, - "samples": 10, - "impurity": 0.1107, + "id": 193, + "samples": 6, + "impurity": 0.4393, "class": "Slack", "classIdx": 5, "values": [ @@ -3343,14 +3308,19 @@ 0, 0, 0 - ] + ], + "feature": "zone_utilization_std", + "featureIdx": 5, + "threshold": 0.2646, + "left": 194, + "right": 197 }, { - "id": 199, - "samples": 15, - "impurity": 0.292, - "class": "Slack", - "classIdx": 5, + "id": 185, + "samples": 246, + "impurity": 0.805, + "class": "ATC", + "classIdx": 3, "values": [ 0, 0, @@ -3359,18 +3329,18 @@ 0, 0 ], - "feature": "zone_utilization_avg", - "featureIdx": 4, - "threshold": 0.4767, - "left": 200, - "right": 201 + "feature": "pct_type_C", + "featureIdx": 24, + "threshold": 0.3213, + "left": 186, + "right": 193 }, { - "id": 195, - "samples": 25, - "impurity": 0.4585, - "class": "Slack", - "classIdx": 5, + "id": 201, + "samples": 9, + "impurity": 0.6151, + "class": "ATC", + "classIdx": 3, "values": [ 0, 0, @@ -3378,19 +3348,14 @@ 0, 0, 0 - ], - "feature": "pct_type_D", - "featureIdx": 25, - "threshold": 0.2328, - "left": 196, - "right": 199 + ] }, { - "id": 187, - "samples": 94, - "impurity": 0.6971, - "class": "Slack", - "classIdx": 5, + "id": 202, + "samples": 38, + "impurity": 0.3862, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -3398,82 +3363,82 @@ 0, 0, 0 - ], - "feature": "queue_imbalance", - 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0, + 1, 0, 0, 0, @@ -3526,9 +3471,9 @@ ] }, { - "id": 212, - "samples": 35, - "impurity": 0.6953, + "id": 209, + "samples": 22, + "impurity": 0.3986, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -3542,28 +3487,23 @@ }, { "id": 210, - "samples": 67, - "impurity": 0.639, - "class": "Critical-Ratio", - "classIdx": 2, + "samples": 1, + "impurity": -0.0, + "class": "ATC", + "classIdx": 3, "values": [ 0, 0, 0, - 0, + 1, 0, 0 - ], - "feature": "avg_remaining_proc_time", - "featureIdx": 7, - "threshold": 38.9952, - "left": 211, - "right": 212 + ] }, { - "id": 214, - "samples": 29, - "impurity": 0.551, + "id": 208, + "samples": 23, + "impurity": 0.4671, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -3573,14 +3513,19 @@ 0, 0, 0 - ] + ], + "feature": "queue_imbalance", + "featureIdx": 19, + "threshold": 2.56, + "left": 209, + "right": 210 }, { - "id": 215, - "samples": 16, - "impurity": 0.474, - "class": "Slack", - "classIdx": 5, + "id": 206, + "samples": 25, + "impurity": 0.5841, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -3588,14 +3533,19 @@ 0, 0, 0 - ] + ], + "feature": "disruption_intensity", + "featureIdx": 18, + "threshold": 0.1219, + "left": 207, + "right": 208 }, { - "id": 213, - "samples": 45, - "impurity": 0.6946, - "class": "Slack", - "classIdx": 5, + "id": 198, + "samples": 104, + "impurity": 0.6938, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -3604,16 +3554,16 @@ 0, 0 ], - "feature": "count_type_A", - "featureIdx": 27, - "threshold": 30.5, - "left": 214, - "right": 215 + "feature": "zone_utilization_std", + "featureIdx": 5, + "threshold": 0.2614, + "left": 199, + "right": 206 }, { - "id": 209, - "samples": 112, - "impurity": 0.7568, + "id": 184, + "samples": 350, + "impurity": 0.7909, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -3624,21 +3574,21 @@ 0, 0 ], - "feature": "pct_type_D", - "featureIdx": 25, - "threshold": 0.1635, - "left": 210, - "right": 213 + "feature": "avg_due_date_tightness", + "featureIdx": 2, + "threshold": 130.7336, + "left": 185, + "right": 198 }, { - "id": 218, - "samples": 1028, - "impurity": 0.7815, + "id": 215, + "samples": 1, + "impurity": 0.0, "class": "Priority-EDD", "classIdx": 1, "values": [ 0, - 0, + 1, 0, 0, 0, @@ -3646,24 +3596,24 @@ ] }, { - "id": 219, - "samples": 67, - "impurity": 0.7254, - "class": "Critical-Ratio", - "classIdx": 2, + "id": 216, + "samples": 1, + "impurity": 0.0, + "class": "WSPT", + "classIdx": 4, "values": [ 0, 0, 0, 0, - 0, + 1, 0 ] }, { - "id": 217, - "samples": 1095, - "impurity": 0.7872, + "id": 214, + "samples": 2, + "impurity": 0.2813, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -3676,44 +3626,29 @@ ], "feature": "job_mix_entropy", "featureIdx": 20, - "threshold": 2.132, - "left": 218, - "right": 219 + "threshold": 2.0105, + "left": 215, + "right": 216 }, { - "id": 221, - "samples": 73, - "impurity": 0.6129, + "id": 217, + "samples": 1, + "impurity": 0.0, "class": "Critical-Ratio", "classIdx": 2, "values": [ 0, 0, - 0, - 0, - 0, - 0 - ] - }, - { - "id": 222, - "samples": 74, - "impurity": 0.7337, - "class": "Priority-EDD", - "classIdx": 1, - "values": [ - 0, - 0, - 0, + 1, 0, 0, 0 ] }, { - "id": 220, - "samples": 147, - "impurity": 0.7365, + "id": 213, + "samples": 3, + "impurity": 0.2738, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -3724,18 +3659,18 @@ 0, 0 ], - "feature": "avg_due_date_tightness", - "featureIdx": 2, - "threshold": 168.2421, - "left": 221, - "right": 222 + "feature": "pct_type_B", + "featureIdx": 23, + "threshold": 0.2416, + "left": 214, + "right": 217 }, { - "id": 216, - "samples": 1242, - "impurity": 0.7923, - "class": "Priority-EDD", - "classIdx": 1, + "id": 220, + "samples": 54, + "impurity": 0.717, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -3743,19 +3678,14 @@ 0, 0, 0 - ], - "feature": "pct_type_D", - "featureIdx": 25, - "threshold": 0.2168, - "left": 217, - "right": 220 + ] }, { - "id": 208, - "samples": 1354, - "impurity": 0.7969, - "class": "Priority-EDD", - "classIdx": 1, + "id": 221, + "samples": 19, + "impurity": 0.4481, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -3763,34 +3693,34 @@ 0, 0, 0 - ], - "feature": "zone_utilization_avg", - "featureIdx": 4, - "threshold": 0.4151, - "left": 209, - "right": 216 + ] }, { - "id": 226, - "samples": 18, - "impurity": 0.0, - "class": "WSPT", - "classIdx": 4, + "id": 219, + "samples": 73, + "impurity": 0.6689, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, 0, 0, - 1, + 0, 0 - ] + ], + "feature": "job_mix_entropy", + "featureIdx": 20, + "threshold": 2.0817, + "left": 220, + "right": 221 }, { - "id": 227, - "samples": 4, - "impurity": 0.2737, - "class": "ATC", - "classIdx": 3, + "id": 223, + "samples": 10, + "impurity": 0.1477, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -3801,31 +3731,11 @@ ] }, { - "id": 225, + "id": 224, "samples": 22, - "impurity": 0.4477, + "impurity": 0.6663, "class": "WSPT", "classIdx": 4, - "values": [ - 0, - 0, - 0, - 0, - 0, - 0 - ], - "feature": "n_express_orders_pct", - "featureIdx": 1, - "threshold": 0.0348, - "left": 226, - "right": 227 - }, - { - "id": 229, - "samples": 6, - "impurity": 0.4042, - "class": "ATC", - "classIdx": 3, "values": [ 0, 0, @@ -3836,11 +3746,11 @@ ] }, { - "id": 230, - "samples": 18, - "impurity": 0.2356, - "class": "Slack", - "classIdx": 5, + "id": 222, + "samples": 32, + "impurity": 0.5682, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -3848,12 +3758,17 @@ 0, 0, 0 - ] + ], + "feature": "count_type_A", + "featureIdx": 27, + "threshold": 31.0, + "left": 223, + "right": 224 }, { - "id": 228, - "samples": 24, - "impurity": 0.3537, + "id": 218, + "samples": 105, + "impurity": 0.721, "class": "Slack", "classIdx": 5, "values": [ @@ -3864,16 +3779,16 @@ 0, 0 ], - "feature": "disruption_intensity", - "featureIdx": 18, - "threshold": 0.025, - "left": 229, - "right": 230 + "feature": "surge_multiplier", + "featureIdx": 13, + "threshold": 1.0375, + "left": 219, + "right": 222 }, { - "id": 224, - "samples": 46, - "impurity": 0.5044, + "id": 212, + "samples": 108, + "impurity": 0.752, "class": "Slack", "classIdx": 5, "values": [ @@ -3884,16 +3799,16 @@ 0, 0 ], - "feature": "avg_remaining_proc_time", - "featureIdx": 7, - "threshold": 15.5753, - "left": 225, - "right": 228 + "feature": "n_orders_in_system", + "featureIdx": 0, + "threshold": 115.0, + "left": 213, + "right": 218 }, { - "id": 233, - "samples": 16, - "impurity": 0.6537, + "id": 228, + "samples": 58, + "impurity": 0.6252, "class": "ATC", "classIdx": 3, "values": [ @@ -3906,13 +3821,13 @@ ] }, { - "id": 234, - "samples": 2, - "impurity": 0.0, - "class": "FIFO", - "classIdx": 0, + "id": 229, + "samples": 15, + "impurity": 0.6229, + "class": "Priority-EDD", + "classIdx": 1, "values": [ - 1, + 0, 0, 0, 0, @@ -3921,9 +3836,9 @@ ] }, { - "id": 232, - "samples": 18, - "impurity": 0.7421, + "id": 227, + "samples": 73, + "impurity": 0.7395, "class": "ATC", "classIdx": 3, "values": [ @@ -3936,19 +3851,19 @@ ], "feature": "avg_remaining_proc_time", "featureIdx": 7, - "threshold": 35.2041, - "left": 233, - "right": 234 + "threshold": 19.6611, + "left": 228, + "right": 229 }, { - "id": 236, - "samples": 5, - "impurity": -0.0, - "class": "Priority-EDD", - "classIdx": 1, + "id": 231, + "samples": 50, + "impurity": 0.5028, + "class": "Slack", + "classIdx": 5, "values": [ 0, - 1, + 0, 0, 0, 0, @@ -3956,26 +3871,26 @@ ] }, { - "id": 237, - "samples": 1, - "impurity": -0.0, - "class": "WSPT", - "classIdx": 4, + "id": 232, + "samples": 19, + "impurity": 0.6495, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, 0, 0, - 1, + 0, 0 ] }, { - "id": 235, - "samples": 6, - "impurity": 0.0753, - "class": "Priority-EDD", - "classIdx": 1, + "id": 230, + "samples": 69, + "impurity": 0.6258, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -3984,18 +3899,18 @@ 0, 0 ], - "feature": "queue_imbalance", - "featureIdx": 19, - "threshold": 2.5561, - "left": 236, - "right": 237 + "feature": "avg_remaining_proc_time", + "featureIdx": 7, + "threshold": 35.0124, + "left": 231, + "right": 232 }, { - "id": 231, - "samples": 24, - "impurity": 0.6826, - "class": "Priority-EDD", - "classIdx": 1, + "id": 226, + "samples": 142, + "impurity": 0.7533, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -4004,18 +3919,18 @@ 0, 0 ], - 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], - "feature": "lunch_break_flag", - "featureIdx": 12, - "threshold": 0.5, - "left": 379, - "right": 386 + ] }, { - "id": 362, - "samples": 2722, - "impurity": 0.5379, + "id": 395, + "samples": 183, + "impurity": 0.512, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -6758,17 +6738,12 @@ 0, 0, 0 - ], - "feature": "count_type_A", - "featureIdx": 27, - "threshold": 167.5, - "left": 363, - "right": 378 + ] }, { - "id": 397, - "samples": 114, - "impurity": 0.4325, + "id": 393, + "samples": 423, + "impurity": 0.4574, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -6778,12 +6753,32 @@ 0, 0, 0 + ], + "feature": "pct_type_E", + "featureIdx": 26, + "threshold": 0.2099, + "left": 394, + "right": 395 + }, + { + "id": 397, + "samples": 1, + "impurity": 0.0, + "class": "Critical-Ratio", + "classIdx": 2, + "values": [ + 0, + 0, + 1, + 0, + 0, + 0 ] }, { "id": 398, - "samples": 156, - "impurity": 0.7005, + "samples": 5, + "impurity": 0.3586, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -6797,10 +6792,10 @@ }, { "id": 396, - "samples": 270, - "impurity": 0.6635, - "class": "Priority-EDD", - "classIdx": 1, + "samples": 6, + "impurity": 0.442, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -6809,31 +6804,16 @@ 0, 0 ], - "feature": "pct_type_E", - "featureIdx": 26, - "threshold": 0.2843, + "feature": "count_type_D", + "featureIdx": 30, + "threshold": 25.0, "left": 397, "right": 398 }, { - "id": 400, - "samples": 626, - "impurity": 0.3527, - "class": "Priority-EDD", - "classIdx": 1, - "values": [ - 0, - 0, - 0, - 0, - 0, - 0 - ] - }, - { - "id": 401, - "samples": 122, - "impurity": 0.5996, + "id": 392, + "samples": 429, + "impurity": 0.4824, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -6843,12 +6823,17 @@ 0, 0, 0 - ] + ], + "feature": "count_type_A", + "featureIdx": 27, + "threshold": 165.5, + "left": 393, + "right": 396 }, { - "id": 399, - "samples": 748, - "impurity": 0.438, + "id": 384, + "samples": 814, + "impurity": 0.618, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -6861,14 +6846,14 @@ ], "feature": "n_orders_in_system", "featureIdx": 0, - 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"classIdx": 1, + "impurity": 0.5782, + "class": "ATC", + "classIdx": 3, "values": [ 0, - 1, + 0, 0, 0, 0, @@ -7342,25 +7317,25 @@ }, { "id": 429, - "samples": 10, - "impurity": -0.0, - "class": "WSPT", - "classIdx": 4, + "samples": 18, + "impurity": 0.0466, + "class": "ATC", + "classIdx": 3, "values": [ 0, 0, 0, 0, - 1, + 0, 0 ] }, { "id": 427, - "samples": 13, - "impurity": 0.4818, - "class": "Priority-EDD", - "classIdx": 1, + "samples": 21, + "impurity": 0.1561, + "class": "ATC", + "classIdx": 3, "values": [ 0, 0, @@ -7369,33 +7344,38 @@ 0, 0 ], - "feature": "std_remaining_proc_time", - "featureIdx": 8, - "threshold": 7.8072, + "feature": "pct_type_A", + "featureIdx": 22, + "threshold": 0.4511, "left": 428, "right": 429 }, { - "id": 432, - "samples": 5, - "impurity": -0.0, - "class": "WSPT", - "classIdx": 4, + "id": 423, + "samples": 24, + "impurity": 0.2717, + "class": "ATC", + "classIdx": 3, "values": [ 0, 0, 0, 0, - 1, + 0, 0 - ] + ], + "feature": "avg_priority_weight", + "featureIdx": 15, + "threshold": 1.7473, + "left": 424, + "right": 427 }, { - 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], - "feature": "zone_utilization_avg", - "featureIdx": 4, - "threshold": 0.5645, - "left": 431, - "right": 434 + ] }, { - "id": 426, - "samples": 37, - "impurity": 0.6421, - "class": "Slack", - "classIdx": 5, + "id": 439, + "samples": 201, + "impurity": 0.2121, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -7508,32 +7508,32 @@ 0, 0, 0 - ], - "feature": "pct_type_C", - "featureIdx": 24, - "threshold": 0.1032, - "left": 427, - "right": 430 + ] }, { - "id": 440, - "samples": 2, - "impurity": 0.0, - "class": "ATC", - "classIdx": 3, + "id": 437, + "samples": 672, + "impurity": 0.4485, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, 0, - 1, + 0, 0, 0 - ] + ], + "feature": "surge_multiplier", + "featureIdx": 13, + "threshold": 1.0625, + "left": 438, + "right": 439 }, { - "id": 441, - "samples": 5, - "impurity": 0.4948, + "id": 433, + "samples": 1020, + "impurity": 0.5112, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -7543,12 +7543,17 @@ 0, 0, 0 - ] + ], + "feature": "avg_due_date_tightness", + "featureIdx": 2, + "threshold": 143.8843, + "left": 434, + "right": 437 }, { - "id": 439, - "samples": 7, - "impurity": 0.6049, + "id": 442, + "samples": 11, + "impurity": 0.1273, "class": "ATC", "classIdx": 3, "values": [ @@ -7558,17 +7563,12 @@ 0, 0, 0 - ], - "feature": "avg_due_date_tightness", - "featureIdx": 2, - "threshold": 110.0064, - "left": 440, - "right": 441 + ] }, { "id": 443, - "samples": 38, - "impurity": 0.1119, + "samples": 7, + "impurity": 0.4472, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -7581,9 +7581,29 @@ ] }, { - "id": 444, + "id": 441, + "samples": 18, + "impurity": 0.4682, + "class": "ATC", + "classIdx": 3, + "values": [ + 0, + 0, + 0, + 0, + 0, + 0 + ], + "feature": "pct_type_E", + "featureIdx": 26, + "threshold": 0.5021, + "left": 442, + "right": 443 + }, + { + "id": 445, "samples": 3, - "impurity": -0.0, + "impurity": 0.0, "class": "WSPT", "classIdx": 4, "values": [ @@ -7596,31 +7616,26 @@ ] }, { - "id": 442, - "samples": 41, - "impurity": 0.1434, - "class": "Priority-EDD", - "classIdx": 1, + "id": 446, + "samples": 2, + "impurity": 0.0, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, - 0, + 1, 0, 0, 0 - ], - "feature": "pct_type_A", - "featureIdx": 22, - "threshold": 0.431, - "left": 443, - "right": 444 + ] }, { - "id": 438, - "samples": 48, - "impurity": 0.2676, - "class": "Priority-EDD", - "classIdx": 1, + "id": 444, + "samples": 5, + "impurity": 0.0871, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -7629,33 +7644,18 @@ 0, 0 ], - "feature": "n_express_orders_pct", - "featureIdx": 1, - "threshold": 0.3396, - "left": 439, - "right": 442 - }, - { - "id": 445, - "samples": 17, - "impurity": -0.0, - "class": "WSPT", - "classIdx": 4, - "values": [ - 0, - 0, - 0, - 0, - 1, - 0 - ] + "feature": "bottleneck_zone", + "featureIdx": 6, + "threshold": 0.9438, + "left": 445, + "right": 446 }, { - "id": 437, - "samples": 65, - "impurity": 0.3695, - "class": "Priority-EDD", - "classIdx": 1, + "id": 440, + "samples": 23, + "impurity": 0.6239, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -7664,16 +7664,16 @@ 0, 0 ], - "feature": "avg_due_date_tightness", - "featureIdx": 2, - "threshold": 165.384, - "left": 438, - "right": 445 + "feature": "n_broken_stations", + "featureIdx": 11, + "threshold": 6.5, + "left": 441, + "right": 444 }, { - "id": 425, - "samples": 102, - "impurity": 0.6684, + "id": 432, + "samples": 1043, + "impurity": 0.5349, "class": "Priority-EDD", "classIdx": 1, "values": [ @@ -7684,22 +7684,22 @@ 0, 0 ], - "feature": "avg_priority_weight", - "featureIdx": 15, - "threshold": 2.1705, - "left": 426, - "right": 437 + "feature": "std_remaining_proc_time", + "featureIdx": 8, + "threshold": 10.0509, + "left": 433, + "right": 440 }, { "id": 450, - "samples": 8, - "impurity": 0.0368, + "samples": 1, + "impurity": 0.0, "class": "Critical-Ratio", "classIdx": 2, "values": [ 0, 0, - 0, + 1, 0, 0, 0 @@ -7707,23 +7707,23 @@ }, { "id": 451, - "samples": 1, - "impurity": 0.0, - "class": "ATC", - "classIdx": 3, + "samples": 3, + "impurity": 0.4114, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, 0, - 1, + 0, 0, 0 ] }, { "id": 449, - "samples": 9, - "impurity": 0.0947, + "samples": 4, + "impurity": 0.3092, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -7734,33 +7734,33 @@ 0, 0 ], - "feature": "n_orders_in_system", - "featureIdx": 0, - "threshold": 385.0, + "feature": "job_mix_entropy", + "featureIdx": 20, + "threshold": 1.361, "left": 450, "right": 451 }, { "id": 453, - "samples": 1, - "impurity": 0.0, - "class": "ATC", - "classIdx": 3, + "samples": 17, + "impurity": 0.3604, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, 0, - 1, + 0, 0, 0 ] }, { "id": 454, - "samples": 6, - "impurity": 0.5, - "class": "WSPT", - "classIdx": 4, + "samples": 51, + "impurity": 0.5504, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -7772,10 +7772,10 @@ }, { "id": 452, - "samples": 7, - "impurity": 0.6666, - "class": "ATC", - "classIdx": 3, + "samples": 68, + "impurity": 0.6066, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -7784,18 +7784,18 @@ 0, 0 ], - "feature": "avg_due_date_tightness", - 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"id": 483, - "samples": 22, - "impurity": 0.2964, - "class": "Critical-Ratio", - "classIdx": 2, + "id": 491, + "samples": 41, + "impurity": 0.5767, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -8423,17 +8413,12 @@ 0, 0, 0 - ], - "feature": "pct_type_B", - "featureIdx": 23, - "threshold": 0.0096, - "left": 484, - "right": 487 + ] }, { "id": 492, - "samples": 49, - "impurity": 0.6561, + "samples": 33, + "impurity": 0.533, "class": "Slack", "classIdx": 5, "values": [ @@ -8446,11 +8431,11 @@ ] }, { - "id": 493, - "samples": 35, - "impurity": 0.6763, - "class": "Critical-Ratio", - "classIdx": 2, + "id": 490, + "samples": 74, + "impurity": 0.6795, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -8458,14 +8443,19 @@ 0, 0, 0 - ] + ], + "feature": "job_mix_entropy", + "featureIdx": 20, + "threshold": 2.0326, + "left": 491, + "right": 492 }, { - "id": 491, - "samples": 84, - "impurity": 0.7184, - "class": "Slack", - "classIdx": 5, + "id": 486, + "samples": 146, + "impurity": 0.6236, + "class": "Priority-EDD", + "classIdx": 1, "values": [ 0, 0, @@ -8474,16 +8464,16 @@ 0, 0 ], - 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"right": 501 + ] }, { "id": 503, - "samples": 16, - "impurity": 0.6066, - "class": "Slack", - "classIdx": 5, + "samples": 1, + "impurity": 0.0, + "class": "FIFO", + "classIdx": 0, "values": [ - 0, + 1, 0, 0, 0, @@ -8637,14 +8637,14 @@ }, { "id": 504, - "samples": 4, - "impurity": 0.3071, + "samples": 2, + "impurity": 0.0, "class": "Critical-Ratio", "classIdx": 2, "values": [ 0, 0, - 0, + 1, 0, 0, 0 @@ -8652,8 +8652,8 @@ }, { "id": 502, - "samples": 20, - "impurity": 0.63, + "samples": 3, + "impurity": 0.1497, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -8664,16 +8664,36 @@ 0, 0 ], - "feature": "breakdown_flag", - "featureIdx": 10, - "threshold": 0.5, + "feature": "zone_utilization_avg", + "featureIdx": 4, + "threshold": 0.1205, "left": 503, "right": 504 }, + { + "id": 500, + "samples": 8, + "impurity": 0.0482, + "class": "Critical-Ratio", + "classIdx": 2, + "values": [ + 0, + 0, + 0, + 0, + 0, + 0 + ], + "feature": "zone_utilization_avg", + "featureIdx": 4, + "threshold": 0.109, + "left": 501, + "right": 502 + }, { "id": 498, - "samples": 1242, - "impurity": 0.2557, + "samples": 9, + "impurity": 0.0566, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -8684,16 +8704,16 @@ 0, 0 ], - "feature": "pct_type_B", - "featureIdx": 23, - "threshold": 0.1366, + "feature": "bottleneck_zone", + "featureIdx": 6, + "threshold": 0.4249, "left": 499, - "right": 502 + "right": 500 }, { - "id": 507, - "samples": 960, - "impurity": 0.3448, + "id": 508, + "samples": 17, + "impurity": 0.566, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -8706,9 +8726,9 @@ ] }, { - "id": 508, - "samples": 10, - "impurity": 0.6283, + "id": 509, + "samples": 38, + "impurity": 0.7081, "class": "Slack", "classIdx": 5, "values": [ @@ -8721,9 +8741,9 @@ ] }, { - "id": 506, - "samples": 970, - "impurity": 0.3597, + "id": 507, + "samples": 55, + "impurity": 0.6978, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -8734,18 +8754,18 @@ 0, 0 ], - "feature": "avg_priority_weight", - "featureIdx": 15, - "threshold": 1.0787, - "left": 507, - 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"class": "Critical-Ratio", - "classIdx": 2, + "id": 709, + "samples": 202, + "impurity": 0.4744, + "class": "WSPT", + "classIdx": 4, "values": [ 0, 0, @@ -12344,16 +12534,16 @@ 0, 0 ], - "feature": "count_type_B", - "featureIdx": 28, - "threshold": 4.5, - "left": 479, - "right": 602 + "feature": "avg_priority_weight", + "featureIdx": 15, + "threshold": 1.0078, + "left": 710, + "right": 717 }, { - "id": 716, - "samples": 301, - "impurity": 0.7043, + "id": 727, + "samples": 408, + "impurity": 0.5471, "class": "Critical-Ratio", "classIdx": 2, "values": [ @@ -12366,8 +12556,8 @@ ] }, { - "id": 717, - "samples": 377, + "id": 728, + "samples": 35, "impurity": 0.6512, "class": "Slack", "classIdx": 5, @@ -12381,11 +12571,11 @@ ] }, { - "id": 715, - "samples": 678, - "impurity": 0.6965, - "class": "Slack", - "classIdx": 5, + "id": 726, + "samples": 443, + "impurity": 0.5841, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -12394,18 +12584,18 @@ 0, 0 ], - "feature": "pct_type_A", - "featureIdx": 22, - "threshold": 0.0074, - "left": 716, - "right": 717 + "feature": "pct_type_B", + "featureIdx": 23, + "threshold": 0.0163, + "left": 727, + "right": 728 }, { - "id": 719, - "samples": 419, - "impurity": 0.5934, - "class": "Critical-Ratio", - "classIdx": 2, + "id": 730, + "samples": 228, + "impurity": 0.7277, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -12416,11 +12606,11 @@ ] }, { - "id": 720, - "samples": 386, - "impurity": 0.6381, - "class": "Slack", - "classIdx": 5, + "id": 731, + "samples": 13, + "impurity": 0.2194, + "class": "Critical-Ratio", + "classIdx": 2, "values": [ 0, 0, @@ -12431,11 +12621,11 @@ ] }, { - "id": 718, - "samples": 805, - "impurity": 0.6339, - "class": "Critical-Ratio", - "classIdx": 2, + "id": 729, + "samples": 241, + "impurity": 0.7293, + "class": "Slack", + "classIdx": 5, "values": [ 0, 0, @@ -12444,16 +12634,16 @@ 0, 0 ], - "feature": "zone_utilization_avg", - "featureIdx": 4, - "threshold": 0.4973, - "left": 719, - "right": 720 + "feature": "avg_priority_weight", + "featureIdx": 15, + "threshold": 1.0084, + "left": 730, + "right": 731 }, { - 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"id": 1647, + "id": 1665, "samples": 1, "impurity": 0.0, "class": "ATC", @@ -28651,8 +29001,8 @@ ] }, { - "id": 1648, - "samples": 2, + "id": 1668, + "samples": 1, "impurity": 0.0, "class": "WSPT", "classIdx": 4, @@ -28666,29 +29016,24 @@ ] }, { - "id": 1646, - "samples": 3, - "impurity": 0.4042, - "class": "ATC", - "classIdx": 3, + "id": 1669, + "samples": 215, + "impurity": 0.0, + "class": "WSPT", + "classIdx": 4, "values": [ 0, 0, 0, 0, - 0, + 1, 0 - ], - "feature": "max_tardiness_so_far", - "featureIdx": 16, - "threshold": 393.7863, - "left": 1647, - "right": 1648 + ] }, { - "id": 1642, - "samples": 85, - "impurity": 0.1953, + "id": 1667, + "samples": 216, + "impurity": 0.0, "class": "WSPT", "classIdx": 4, "values": [ @@ -28696,33 +29041,33 @@ 0, 0, 0, - 0, + 1, 0 ], - "feature": "pct_type_B", - "featureIdx": 23, - "threshold": 0.3539, - "left": 1643, - "right": 1646 + "feature": "n_express_orders_pct", + "featureIdx": 1, + "threshold": 0.0756, + "left": 1668, + "right": 1669 }, { - 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"right": 1696 + "left": 1445, + "right": 1682 }, { - "id": 944, - "samples": 116215, - "impurity": 0.788, + "id": 942, + "samples": 116164, + "impurity": 0.7876, "class": "FIFO", "classIdx": 0, "values": [ @@ -32437,8 +32717,8 @@ "feature": "count_type_E", "featureIdx": 31, "threshold": 63.5, - "left": 945, - "right": 1450 + "left": 943, + "right": 1444 }, { "id": 0, @@ -32456,9 +32736,9 @@ ], "feature": "time_pressure_ratio", "featureIdx": 21, - "threshold": 0.0004, + "threshold": 0.0009, "left": 1, - "right": 944 + "right": 942 } ], "featureNames": [ @@ -32504,6 +32784,6 @@ "Slack" ], "_meta": { - "run_hash": "a5df24198f89b9e9" + "run_hash": "64909da91c42a840" } } \ No newline at end of file