=== national model: lgbm_clf / F3  tag='_lgbmF3'  phases: prep fit predict finalize ===
--- prep (120 shards) ---
[prep 077] 14 initialisations -> 55040 rows
[prep 110] 13 initialisations -> 52247 rows
[prep 105] 13 initialisations -> 51171 rows
[prep 104] 13 initialisations -> 51028 rows
[prep 112] 13 initialisations -> 52603 rows
[prep 111] 13 initialisations -> 52204 rows
[prep 053] 14 initialisations -> 57339 rows
[prep 107] 13 initialisations -> 51288 rows
[prep 082] 14 initialisations -> 54040 rows
[prep 081] 14 initialisations -> 54232 rows
[prep 076] 14 initialisations -> 55341 rows
[prep 071] 14 initialisations -> 55704 rows
[prep 078] 14 initialisations -> 54660 rows
[prep 066] 14 initialisations -> 56469 rows
[prep 108] 13 initialisations -> 51099 rows
[prep 052] 14 initialisations -> 58508 rows
[prep 097] 14 initialisations -> 54945 rows
[prep 113] 13 initialisations -> 52978 rows
[prep 069] 14 initialisations -> 55734 rows
[prep 095] 14 initialisations -> 54860 rows
[prep 010] 14 initialisations -> 55637 rows
[prep 055] 14 initialisations -> 56970 rows
[prep 065] 14 initialisations -> 56325 rows
[prep 074] 14 initialisations -> 55408 rows
[prep 063] 14 initialisations -> 56717 rows
[prep 106] 13 initialisations -> 51386 rows
[prep 109] 13 initialisations -> 51864 rows
[prep 118] 13 initialisations -> 53040 rows
[prep 013] 14 initialisations -> 55226 rows
[prep 012] 14 initialisations -> 55269 rows
[prep 014] 14 initialisations -> 55265 rows
[prep 011] 14 initialisations -> 55459 rows
[prep 070] 14 initialisations -> 56150 rows
[prep 090] 14 initialisations -> 54371 rows
[prep 117] 13 initialisations -> 53539 rows
[prep 098] 14 initialisations -> 54901 rows
[prep 056] 14 initialisations -> 56627 rows
[prep 115] 13 initialisations -> 53186 rows
[prep 119] 13 initialisations -> 53569 rows
[prep 102] 14 initialisations -> 53984 rows
[prep 016] 14 initialisations -> 55271 rows
[prep 073] 14 initialisations -> 55457 rows
[prep 008] 14 initialisations -> 56156 rows
[prep 007] 14 initialisations -> 56186 rows
[prep 006] 14 initialisations -> 56265 rows
[prep 004] 14 initialisations -> 55817 rows
[prep 103] 14 initialisations -> 54516 rows
[prep 058] 14 initialisations -> 56802 rows
[prep 068] 14 initialisations -> 55783 rows
[prep 009] 14 initialisations -> 56017 rows
[prep 054] 14 initialisations -> 57291 rows
[prep 067] 14 initialisations -> 55601 rows
[prep 044] 14 initialisations -> 56943 rows
[prep 087] 14 initialisations -> 53835 rows
[prep 114] 13 initialisations -> 53251 rows
[prep 057] 14 initialisations -> 56663 rows
[prep 043] 14 initialisations -> 56719 rows
[prep 092] 14 initialisations -> 54563 rows
[prep 100] 14 initialisations -> 54382 rows
[prep 088] 14 initialisations -> 54447 rows
[prep 048] 14 initialisations -> 56955 rows
[prep 059] 14 initialisations -> 58289 rows
[prep 101] 14 initialisations -> 54441 rows
[prep 049] 14 initialisations -> 57135 rows
[prep 050] 14 initialisations -> 57920 rows
[prep 051] 14 initialisations -> 58219 rows
[prep 041] 14 initialisations -> 57469 rows
[prep 080] 14 initialisations -> 54554 rows
[prep 086] 14 initialisations -> 54540 rows
[prep 084] 14 initialisations -> 53792 rows
[prep 091] 14 initialisations -> 54497 rows
[prep 094] 14 initialisations -> 54651 rows
[prep 085] 14 initialisations -> 54327 rows
[prep 099] 14 initialisations -> 54965 rows
[prep 096] 14 initialisations -> 54864 rows
[prep 093] 14 initialisations -> 54487 rows
[prep 046] 14 initialisations -> 56309 rows
[prep 083] 14 initialisations -> 53834 rows
[prep 000] 14 initialisations -> 57392 rows
[prep 001] 14 initialisations -> 57622 rows
[prep 042] 14 initialisations -> 57082 rows
[prep 061] 14 initialisations -> 57015 rows
[prep 089] 14 initialisations -> 54316 rows
[prep 047] 14 initialisations -> 56701 rows
[prep 040] 14 initialisations -> 57612 rows
[prep 075] 14 initialisations -> 55333 rows
[prep 005] 14 initialisations -> 56357 rows
[prep 045] 14 initialisations -> 56676 rows
[prep 015] 14 initialisations -> 54869 rows
[prep 116] 13 initialisations -> 53682 rows
[prep 002] 14 initialisations -> 57310 rows
[prep 003] 14 initialisations -> 56862 rows
[prep 017] 14 initialisations -> 55191 rows
[prep 019] 14 initialisations -> 54820 rows
[prep 018] 14 initialisations -> 54977 rows
[prep 064] 14 initialisations -> 56258 rows
[prep 072] 14 initialisations -> 55092 rows
[prep 079] 14 initialisations -> 54264 rows
[prep 062] 14 initialisations -> 57217 rows
[prep 060] 14 initialisations -> 57722 rows
[prep 020] 14 initialisations -> 54195 rows
[prep 024] 14 initialisations -> 55353 rows
[prep 035] 14 initialisations -> 55841 rows
[prep 025] 14 initialisations -> 55391 rows
[prep 036] 14 initialisations -> 55922 rows
[prep 028] 14 initialisations -> 55151 rows
[prep 021] 14 initialisations -> 54637 rows
[prep 023] 14 initialisations -> 55212 rows
[prep 032] 14 initialisations -> 56091 rows
[prep 037] 14 initialisations -> 54957 rows
[prep 039] 14 initialisations -> 56274 rows
[prep 031] 14 initialisations -> 56178 rows
[prep 034] 14 initialisations -> 56054 rows
[prep 026] 14 initialisations -> 55230 rows
[prep 029] 14 initialisations -> 55126 rows
[prep 027] 14 initialisations -> 55446 rows
[prep 033] 14 initialisations -> 55919 rows
[prep 022] 14 initialisations -> 54432 rows
[prep 038] 14 initialisations -> 55781 rows
[prep 030] 14 initialisations -> 55918 rows
--- fit (folds: 0 1 2 3 full, one node each, all at once) ---
[fit 2] (6633074, 70) rows, thinned base rate 0.0754, pos_weight 1.8
[fit 1] (6633074, 70) rows, thinned base rate 0.0754, pos_weight 1.8
[fit full] (6633074, 70) rows, thinned base rate 0.0754, pos_weight 1.8
[fit 3] (6633074, 70) rows, thinned base rate 0.0754, pos_weight 1.8
[fit 0] (6633074, 70) rows, thinned base rate 0.0754, pos_weight 1.8
[fit fold 3] held out [2004, 2013, 2019, 2022], 1657435 rows, 79s
[fit fold 2] held out [2010, 2014, 2018, 2020], 1711949 rows, 81s
[fit fold 0] held out [2005, 2007, 2015, 2017], 1659781 rows, 84s
[fit full] 97s