Optimal Trees Visualization
≥ 0.00002261 < 0.00002261 ≥ 0.00004692 < 0.00004692 ≥ 0.06724 < 0.06724 ≥ 14.65 < 14.65 ≥ -0.1831 < -0.1831 ≥ 4.257 < 4.257 ≥ 2.502 < 2.502Predict 0 p = 36.15%10.7575 * is_Bird_Measurer + 0.07457 * is_Cart_Balancer + 0.07429 * is_Cauldron_Filler-2.208 * is_Chest_Sorter-0.2049 * is_Mushroom_Sorter-0.09579 * is_CRYSTALCAVES + 0.1568 * is_MAGMAPEAK + 0.3694 * is_TREETOPCITY + 0.07446 * dayofweek + 0.8691 * num_unique_dates-0.001169 * mean_acc + 1.356 * mean_acc_group + 0.3628 * median_acc + 0.4025 * median_acc_group + 0.9521 * num_0-4.12 * num_1-1.409 * num_3 + 18.51 * num_4-1.019 * num_5-1.287 * num_7 + 1.189 * num_8 + 0.79 * num_9 + 3.44 * num_10-0.5093 * num_11-6.37 * num_12-9.882 * num_13 + 0.3254 * num_15 + 0.4201 * num_17 + 6.058 * num_18 + 1.779 * num_19 + 0.4668 * num_20-3.053 * num_21-0.9011 * num_22-5.591 * num_23-0.792 * num_24 + 0.1025 * num_26-0.4773 * num_27 + 0.625 * num_28-12.39 * num_29 + 0.9501 * num_30-0.1572 * num_31 + 1.009 * num_32 + 0.07819 * num_33-0.4547 * num_34-7.744 * num_35-15.25 * num_36 + 0.6377 * num_38 + 0.09645 * num_39 + 0.3839 * num_40-9.36 * num_41-2.637 * num_42-5.659 * num_43 + 0.8237 * previous_completions-50.26 * num_Assessment + 0.7866 * num_Game + 0.6854 * num_Clip + 0.1042 * num_Assessment_same_world-6.552 * num_Game_same_world + 13.31 * num_Clip_same_world + 0.5521 * num_Activity_same_world + 1.491 * num_total_title_same_world-8.539 * 2000 + 11.5 * 2010 + 3.727 * 2020-0.1498 * 2025 + 0.07411 * 2035-0.6795 * 2040 + 1.607 * 2060 + 1.314 * 2080 + 1.049 * 3020 + 0.3979 * 3021 + 0.5678 * 3110 + 2.354 * 3120 + 0.629 * 3121 + 0.9218 * 4020 + 0.7925 * 4022 + 0.6851 * 4025 + 0.8575 * 4030 + 0.4523 * 4035 + 1.16 * 4040 + 2.983 * 4045-1.823 * 4050-0.1477 * 4070-1.711 * 4080-6.946 * 4090 + 17.2 * 4100 + 0.7309 * 4110 + 2.483 * 4220-2794.4 * 4230 + 2797.3 * 4235 + 0.1308 * 5000 + 10.43 * 5010 + 1.062 * total_event_count + 7.466 * mins_Assessment + 0.3353 * mins_Game-0.08833 * mins_Activity-23 * mins_total-34.96 * avg_mins_Assessment + 2.299 * avg_mins_Game + 4.445 * avg_mins_Activity + 0.74 * game_pct + 0.4871 * ass_pct + 13.65 * accumulated_correct_attempts + 1.821 * accumulated_accuracy + 2.65 * accumulated_accuracy_group-1.614 * last_accuracy_same_title + 3.783 * last_accuracy_group_same_titlePredict 0 p = 67.77%2-515.8 * is_Bird_Measurer + 18.48 * is_Cart_Balancer-5.964 * is_Cauldron_Filler + 0.2773 * is_CRYSTALCAVES + 517.2 * is_TREETOPCITY + 0.9942 * hour + 0.5593 * dayofweek + 0.8072 * mean_acc_group-114.1 * num_0-2.524 * num_1 + 3.525 * num_3-3.033 * num_7-0.5789 * num_9-21.57 * num_15-1.954 * num_19-24.63 * num_34-40.96 * num_37 + 13.89 * num_39 + 0.6862 * num_42 + 162 * previous_completions + 0.3775 * num_Clip + 0.7124 * 2010 + 0.752 * 2020 + 0.5419 * 4010 + 20.77 * 4022 + 3.165 * 4045 + 46.7 * 4050 + 2.843 * 4080 + 2.439 * 4090 + 0.9298 * 4095 + 9.595 * 4100 + 7.911 * 4220 + 0.2156 * total_event_count + 0.8515 * mins_Game + 0.6371 * game_pct-1.245 * accumulated_incorrect_attempts + 0.8405 * accumulated_accuracy_groupPredict 3 p = 54.83%9-0.9724 * is_Bird_Measurer + 2.74 * is_Cart_Balancer-1.612 * is_Chest_Sorter + 0.004139 * is_Mushroom_Sorter-0.8761 * is_CRYSTALCAVES + 0.005055 * is_TREETOPCITY + 0.4437 * num_1 + 1.863 * num_2-0.0438 * num_3 + 0.2622 * num_4 + 0.8059 * num_7-0.6526 * num_11 + 4.435 * num_12 + 0.7069 * num_19-1.247 * num_20 + 0.01568 * num_22 + 1.054 * num_23 + 0.7666 * num_25-1.44 * num_28 + 0.02303 * num_29-0.8133 * num_30-0.7178 * num_31-0.3712 * num_32 + 0.2672 * num_33-1.724 * num_34-0.04408 * num_35 + 6.968 * num_36 + 0.8461 * num_41-1.445 * num_42 + 0.02033 * previous_completions-0.00796 * num_Assessment + 0.113 * num_Game + 0.172 * num_Clip_same_world-0.807 * 2020 + 0.7781 * 2025 + 3.481 * 2030-6.076 * 2035 + 0.06158 * 2040-4.831 * 2050 + 0.7178 * 2070-3.096 * 3120 + 0.5343 * 4022 + 0.7681 * 4025-0.03582 * 4045 + 0.2492 * 4050 + 1.404 * 4080-0.47 * 4090 + 2.727 * 4110 + 0.79 * 4230-0.02102 * 4235 + 0.1981 * 5010 + 0.4181 * avg_mins_ActivityPredict 0 p = 69.42%3-1.815 * is_Bird_Measurer-3.106 * is_Cart_Balancer + 0.5449 * is_CRYSTALCAVES + 0.8125 * is_MAGMAPEAK-0.8056 * is_TREETOPCITY + 11.64 * mean_acc + 1.131 * mean_acc_group + 0.8408 * num_2-4.093 * num_3 + 0.2883 * num_6 + 0.5285 * num_7-0.3718 * num_9 + 0.6718 * num_10-1.462 * num_15-1.834 * num_16 + 0.5188 * num_17-0.8291 * num_18 + 0.7166 * num_19 + 0.6311 * num_22 + 0.2775 * num_24 + 0.3442 * num_25 + 0.7891 * num_28 + 2.325 * num_30-1.926 * num_31 + 0.5873 * num_33 + 0.2884 * num_34 + 0.2991 * num_35 + 0.9303 * num_36-3.499 * num_42 + 0.2259 * num_Clip + 0.9796 * num_Activity + 0.5696 * num_Game_same_world + 0.3097 * num_total_title_same_world + 0.295 * 2025 + 0.7549 * 2030 + 0.3115 * 2040 + 3.019 * 2050-0.2295 * 2070 + 2.262 * 2075 + 0.7192 * 2083 + 0.5971 * 3020 + 0.7195 * 3121 + 0.4708 * 4020 + 0.6163 * 4022 + 0.8545 * 4025 + 0.4089 * 4030 + 0.5725 * 4031 + 0.5255 * 4035 + 6.18 * 4050-7.651 * 4070-26.57 * 4080 + 0.6281 * 4090 + 0.9231 * 4095 + 13.51 * 4220-2.925 * 4235 + 3.513 * 5000 + 0.7114 * mins_Game + 1.334 * mins_Activity + 64.95 * avg_mins_Assessment + 0.2588 * avg_mins_Game + 1.41 * game_pct + 0.2093 * ass_pct + 0.8117 * accumulated_incorrect_attempts + 0.2787 * accumulated_accuracy + 9.279 * accumulated_accuracy_groupPredict 0 p = 65.79%60.06017 * is_Cart_Balancer-0.05497 * is_MAGMAPEAK-0.02906 * num_17-0.1092 * num_22 + 0.03966 * num_32-1.021 * 2070 + 0.0607 * 4031-43.09 * 4080 + 0.3268 * 4220 + 0.2514 * mins_Game-0.2906 * avg_mins_Activity + 0.5 * last_accuracy_same_titlePredict 1 p = 24.38%100.5371 * is_Cauldron_Filler-1.53 * is_Mushroom_Sorter-0.099 * is_CRYSTALCAVES-2.237 * is_MAGMAPEAK + 0.0001617 * hour-2.89 * num_0 + 0.08035 * num_1 + 0.2942 * num_2-1.775 * num_3 + 0.5472 * num_5 + 0.5879 * num_10 + 0.1168 * num_17-0.1372 * num_18 + 0.9127 * num_19 + 0.3946 * num_20 + 0.7103 * num_26-4.138 * num_27 + 0.891 * num_35-0.9919 * num_37 + 4.064 * num_38 + 0.2805 * num_43 + 0.6318 * num_Assessment + 0.485 * num_Clip + 0.8275 * num_Clip_same_world + 0.8541 * num_Activity_same_world + 0.1128 * num_total_title_same_world + 0.8451 * 2025 + 0.7218 * 2035 + 0.1129 * 2070 + 4.404 * 2075 + 0.9969 * 2080 + 0.1651 * 3120-2.758 * 4010 + 0.2276 * 4020 + 0.008759 * 4031-0.7804 * 4050 + 11.39 * 4080 + 0.9176 * 4090 + 0.415 * 4230 + 0.113 * 4235 + 0.539 * 5000 + 0.2065 * 5010 + 0.6662 * total_event_count + 0.9854 * mins_Assessment + 0.7912 * mins_total + 0.05193 * avg_mins_Activity + 0.0006493 * last_accuracy_group_same_titlePredict 3 p = 62.12%13-0.1174 * is_Bird_Measurer + 0.003084 * is_Cart_Balancer + 0.01887 * is_CRYSTALCAVES-0.0003226 * is_TREETOPCITY + 0.0003688 * dayofweek-0.0002654 * num_unique_dates-0.02338 * num_0 + 0.05779 * num_1-0.01238 * num_2 + 0.3191 * num_3 + 0.001418 * num_4-0.04149 * num_5-0.008848 * num_6-0.2602 * num_7 + 0.03997 * num_9-0.3041 * num_12 + 0.3659 * num_13 + 0.1865 * num_17-0.01915 * num_18 + 0.001178 * num_19-0.0398 * num_20-0.06621 * num_21 + 0.006954 * num_22 + 0.0742 * num_23-0.09132 * num_24-0.00381 * num_25 + 0.03869 * num_26-0.8822 * num_27 + 0.001532 * num_28-0.1569 * num_30 + 0.007152 * num_31 + 0.001938 * num_33-0.2634 * num_34-0.07873 * num_37 + 1.806 * num_38-0.006721 * num_40-0.04391 * num_41-0.08715 * num_42-0.01863 * num_Assessment_same_world + 0.1648 * 2010 + 0.02305 * 2035-0.01975 * 2075-0.2018 * 2081-0.01145 * 3020 + 0.06791 * 3021 + 4020-0.03214 * 4021 + 1.174 * 4022-0.004507 * 4045-0.04907 * 4050-0.07456 * 4080-0.04512 * 4090 + 0.002294 * 4095 + 0.1043 * 4100 + 0.02847 * 4110 + 5.17 * 4230-4.957 * 4235-0.003676 * avg_mins_Game-0.8401 * avg_mins_total-0.1827 * accumulated_incorrect_attempts-0.0001087 * accumulated_accuracy_groupPredict 0 p = 76.39%4Predict 1 p = 23.95%5Predict 0 p = 70.72%7Predict 2 p = 21.86%8Predict 2 p = 21.20%11Predict 1 p = 30.85%12Predict 2 p = 18.19%14Predict 3 p = 64.76%15
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