518 lines
119 KiB
Plaintext
518 lines
119 KiB
Plaintext
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€•Q }”(Œ xgb_model”Œ xgboost.core”ŒBooster”“”)�”}”Œhandle”Œbuiltins”Œ bytearray”“”B™Õ {L Config{L learner{L
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generic_param{L deviceSL cpuL fail_on_invalid_gpu_idSL 0L n_jobsSL -1L nthreadSL -1L random_stateSL 42L seedSL 42L seed_per_iterationSL 0L validate_parametersSL 1}L gradient_booster{L gbtree_model_param{L num_parallel_treeSL 1L num_treesSL 100}L gbtree_train_param{L process_typeSL defaultL tree_methodSL autoL updaterSL grow_quantile_histmakerL updater_seqSL grow_quantile_histmaker}L nameSL gbtreeL specified_updaterFL tree_train_param{L alphaSL 0.797435164L cache_optSL 1L colsample_bylevelSL 1L colsample_bynodeSL 1L colsample_bytreeSL 0.703179657L etaSL 0.0237231255L gammaSL 0.106542043L grow_policySL depthwiseL interaction_constraintsSL L lambdaSL
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1.98049426L
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learning_rateSL 0.0237231255L max_binSL 256L max_cat_thresholdSL 64L max_cat_to_onehotSL 4L max_delta_stepSL 0L max_depthSL 3L
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max_leavesSL 0L min_child_weightSL 1L min_split_lossSL 0.106542043L monotone_constraintsSL ()L refresh_leafSL 1L reg_alphaSL 0.797435164L
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reg_lambdaSL
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1.98049426L sampling_methodSL uniformL sketch_ratioSL 2L sparse_thresholdSL 0.20000000000000001L subsampleSL
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0.93641746}L updater[#L {L hist_train_param{L debug_synchronizeSL 0L extmem_single_pageSL 0L max_cached_hist_nodeSL 18446744073709551615}L nameSL grow_quantile_histmaker}}L learner_model_param{L
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base_scoreSL [5E-1]L boost_from_averageSL 1L num_classSL 0L num_featureSL 81L
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num_targetSL 1}L learner_train_param{L boosterSL gbtreeL disable_default_eval_metricSL 0L multi_strategySL one_output_per_treeL objectiveSL binary:logistic}L metrics[#L {L nameSL logloss}L objective{L nameSL binary:logisticL reg_loss_param{L scale_pos_weightSL 1}}}L version[#L iii}L Model{L learner{L
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attributes{}L
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feature_names[#L L
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feature_types[#L L gradient_booster{L model{L cats{L enc[#L L feature_segments[$l#L L
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sorted_idx[$l#L }L gbtree_model_param{L num_parallel_treeSL 1L num_treesSL 100}L iteration_indptr[#L ei iiiiiiiii i
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i i i
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iiiiiiiiiiiiiii i i i i i!i"i#i$i%i&i'i(i)i*i+i,i-i.i/i0i1i2i3i4i5i6i7i8i9i:i;i<i=i>i?i@iAiBiCiDiEiFiGiHiIiJiKiLiMiNiOiPiQiRiSiTiUiViWiXiYiZi[i\i]i^i_i`iaibicidL tree_info[#L di i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i L trees[#L d{L base_weights[$d#L ºQ7¿ÎtG=¥f¿ÓÁÜ¿ Xf;çæ#?ß‹ª€ ½!+~;Ф¯¼�å»»E(y;<ØÎ=+‰< L
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi L
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L DŠ6¨AP €Dt÷’@/ž @� Bê¨!@Z® L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?ÝF0?€ ?€ E ‰V¸2ÿ4>—ÿh€ ½!+~;Ф¯¼�å»»E(y;<ØÎ=+‰< L
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split_indices[$l#L 5 F 5 % L
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split_type[$U#L L sum_hessian[$d#L F1 CÉ€ EùÊ CÀ€ A� EïH C¨ ?€ CÀ @ Ax E\H E�$ C¥À @˜ L
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;7ç‹¿ÈŽc=©T¿ÍõÒ¿‰®<4›´?ÛP“½%óN½ Ñí;è]¡¼ŽòïºÐÎ#; ò§=(^€ L
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L DƒojAZg Di$@|Þ @qGüBZ‰ýA�€ L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?ÝF0>ˆƒ?žÏÄDþ¼{9haG?^儽%óN½ Ñí;è]¡¼ŽòïºÐÎ#; ò§=(^€ L
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split_indices[$l#L 5 F F + L
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split_type[$U#L L sum_hessian[$d#L F ÁCÊ ºEù ·CÀìêA‘üÿEï1ÜC¦í¢CŠRTBÚjZ?ÿÿVA�ý
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E€©ìE]àC¥mÉ@?ìBL
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;(G©½-p>1)®>‰�Ͻ@&Ø=•hÙ>žkÞ<A‹À:šPÿ»¨Õ@ºH£È»€Æ;K-È<›�î;ׂ
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L
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L Ba/YA©ª(A©HªA(“ýA‚/¦AIîìA L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?¾9¿Dý?€ BG‡€?�J_E=ÄD™lÍ<A‹À:šPÿ»¨Õ@ºH£È»€Æ;K-È<›�î;ׂ
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L
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split_indices[$l#L ( F L
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split_type[$U#L L sum_hessian[$d#L F;ZEÕF_DÄÁUCYyREÎz•DdH@D%:kBÎxüBäy§D;-E¾S/C.z|D8©¡BùGD *×L
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L € ¿Å~=ž§¿Ê<m¿#@�;÷»M?Ôýì½"\q¼ÿ�³¼›h <
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Wò»AÛÍ;;™¼="âZ9Û"vL
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D{PÙA‡@D]…b@" @„;ìBåeì@ € L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?ÝF0?€ ?žÏÄA� ¸2ÿ4?^儽"\q¼ÿ�³¼›h <
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Wò»AÛÍ;;™¼="âZ9Û"vL
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split_indices[$l#L 5 F 5 % L
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split_type[$U#L L sum_hessian[$d#L F>+CÈ[EùûaC¿èA�÷+Eï�£C§›ÑC‰A5B×:ÎAƒ÷Þ?¿ôÓE\›ºE�3ÆC¦÷@?í5L
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ¹!j¿Àšî=™D‘¿Å[*¿ ;¸£Ç?Ñ{½¤~€ ;�þ¼ŽÌ“»B>U;7Û= !’€ L
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L Dm!±A&Œ@DWLL@“€@A/˜Bà[³@ðz L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?ÝF0?€ ?€ Dþ¼{¸2ÿ4?^ (½¤~€ ;�þ¼ŽÌ“»B>U;7Û= !’€ L
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split_indices[$l#L 5 F 5 + L
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split_type[$U#L L sum_hessian[$d#L F"qCÆ”kEùÛœC½õ�A‰ìÝEïO4C¨ÆC¼Ö‡@‹@þýAoÙûE\ë[E€Ù†C§&¨@OëiL
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L :‹tà¼üð�>#5¾\d¶¼w
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ü=•�–>�˜"=½h»A}y:îR»�2j;8ªô;™ìí<J
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iL
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L B*[�A¡EäA_ïüD� }B�CÌAóÀA)¯è L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?ÄÅ�?�ü?€ ¶J…ê¸2ÿ4E’¸@€ =½h»A}y:îR»�2j;8ªô;™ìí<J
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iL
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split_indices[$l#L F ( + # L
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split_type[$U#L L sum_hessian[$d#L F8™EÚKJD°—¢DXâEÉ@-DLĵDjŽCiVCœÃE7»ÆEZÄ•BòeúD.wöCâýWC ¯‹L
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;Õ½�Àæ?Êfп¸6N<–§?ÌSÆ€ ½Ü/¼àî}»4õ°;7X¬=˜1€ ¼~9·<B—L
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L DY¹ðDHýdA„€@åd BÐöØ?ºF @ L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ DùÀ ?^å„?žÏĸ /?Ý)¾?d
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split_indices[$l#L 5 G L
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split_type[$U#L L sum_hessian[$d#L FõrEûƒC¦¶CȽFEîó®C¥Vd@/Ö CŠñiB÷/sE]÷E€ ³C¤—è?¾| ?¿Þ6?ŸÎL
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ¹úª¬¿´ �=Žªf¿Ãؽ¿ŽÁ®;¬}#?Ä_D»²x½}мßXº” !»5¦¥;*<*=ƒ‰<b„ïL
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L DO’±A
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r D<i‡?cx @cúÀBÃCð? ú L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?žÏÄ?€ ¼ sÞ?]�ò¸2ÿ4A Õ)»²x½}мßXº” !»5¦¥;*<*=ƒ‰<b„ïL
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split_indices[$l#L 5 5 G L
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split_type[$U#L L sum_hessian[$d#L F@ŒCÆÖAEú´Cˆ úBû) EC§Q¶@-´8C†°’Bñd@—»‚E\y E�bC£ºY@å×RL
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;Ê$νC<¿=ÓY^½‚ñ >SdO=‹,�>�œºŽšk»»9€;ÕÙ4»Ø×�9ÍÒL;b³šº`ô|;íÍqL
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L B/[9A±}~AxÂÂABLA-îA¶IA
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àÈ L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?“óêA¸ ?ù§nEPðe?€ AP 9ÚüºŽšk»»9€;ÕÙ4»Ø×�9ÍÒL;b³šº`ô|;íÍqL
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split_indices[$l#L % / % L
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split_type[$U#L L sum_hessian[$d#L Fñ~E¨J$E;1²EžL1CŸß-EüAD ÕÄE�ÒpCçœC�'ÏBºóD¸ �DoÞB©RXCïVòL
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »J�†¿°òg=ˆ3P¿µ«‰¿Z*;ŽÍ?Ág½BÕ¼ä5n;⣠¼Š}°ºÙ5b;§A=lè;÷N L
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi L
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L DI˜£Aç D2ú�@ § @zÀ4BVí/@�Ÿ L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?ÝF0>ˆƒ?žÏÄDþ¼{9�©Y;ss½BÕ¼ä5n;⣠¼Š}°ºÙ5b;§A=lè;÷N L
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split_indices[$l#L 5 F F + L
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split_type[$U#L L sum_hessian[$d#L FªCÈÅœEù€ûC¿lA•™ƒEïHßC£�ºCˆÀŠBÚè@ ëA�œ"E…çCERÃ8C «9@µ YL
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »Ð(Þ¿¥!=wO¿°rO¿‚¹˜Õ·?¼„.½{€ ¼™Á;;2lŠ»9¬Õ;(Oà=€¿€ L
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi
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L
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D<â¶@hŽ D+9Â?þ² @>³ÈBÆ-³@ÙÇ L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?-HÌ?€ ;~„¼>†§·¡‚D?^儽{€ ¼™Á;;2lŠ»9¬Õ;(Oà=€¿€ L
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split_indices[$l#L 5 G 5 E L
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split_type[$U#L L sum_hessian[$d#L FæÌCÄz Eù…øC½å›ARŒ‚EïLšC£•ÕC¼çÑ?ýʺA*º½@ GEdc'Ez6
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C¡÷‘@O!ºL
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ºš²½Zš0=¾5æ<¢±½½íÇ=ab¼>ƒQfºœ&><± wº”KмÔeÒºô »;ð…; <ì¾L
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi L
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L B$“@AzŽA‘ÏæBìÌQC Ž<A(Ð A2ß@ L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?“óê>¸Qì?ù§n?€ =ñ…c@ :åJˆºœ&><± wº”KмÔeÒºô »;ð…; <ì¾L
|
|||
|
|
split_indices[$l#L 8 G & L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F ›E¨±nE:Ÿ‘Dë×E[×ñEðòD
|
|||
|
|
º|DÚõC'ERŠhCØ“C꺣Dõ3:Cj2UC [ÍL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L º¹ã›½zÍY?º–ç¿®‡½;F�¶?¼St>’WW½ 슼ؒD»1¶;"±2=æC;¥y]<‚db»û5;L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D6‹qD(¯•@@7 @<» B¶ýA?ùr @Ï® L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ÝF0>—ÿh?žÏĸ /;ss»7Jj½ 슼ؒD»1¶;"±2=æC;¥y]<‚db»û5;L
|
|||
|
|
split_indices[$l#L 5 F L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L FÜeEû}AC£¸—C¼‘éEï´#C¡BÑ@�qvC‡!dBÕÂE^A€E€“cCŸ�@Zå®@lUK?�AL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;ŒoI¿§R÷=‰úƒ¿ª H¾ùo¶<#¾¸?¶v˼©t ½�
|
|||
|
|
¼Š¥;0f�»$ÑF;*Ïa= ø¹ûšÅL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi
|
|||
|
|
L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D,Ü@vJ DEà@© @ FB±£ŸAÕ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?-HÌ?€ ºAzf>†§¸2ÿ4?^儼©t ½�
|
|||
|
|
¼Š¥;0f�»$ÑF;*Ïa= ø¹ûšÅL
|
|||
|
|
split_indices[$l#L 5 G 5 E L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F³&C¾ÃŠEùzC¸òzA:!õEïqC �KB 1C¨‘TAPµ@ E E]OçE€É CŸ22@/ ‡L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »£KÒ¿¤Ž²=m#ˆ¿©ª¾õ :Úßç?´2³½/ê€ € ¼žÈ»*eY;#‰= ôé€ L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D(ÓàA 7 D,3@Œj€@y›šB¥3@¨,€ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?ÝF0>ˆƒ?€ ;�#¸ /á?^儽/ê€ € ¼žÈ»*eY;#‰= ôé€ L
|
|||
|
|
split_indices[$l#L 5 F F
|
|||
|
|
L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L FÊCÃF<Eù_¸C¹õMA•çEïzËCžNÎC¸Üs@ m<@öcÁA.ëîE^�’E€,Cœðö@.ëüL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ºâíÇ¿¡zƒ=sïž¿¥Ê}¾í÷;} ?± G¼üÙI€ ¼€Ä;[`ݺۈ; 8o=À<€ L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D"˜@ûw DŽ@K @;ЦBEdÏ@Æ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?ÝF0>ˆƒ?€ >¨q¯9haG?^儼üÙI€ ¼€Ä;[`ݺۈ; 8o=À<€ L
|
|||
|
|
split_indices[$l#L 5 F F E L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L FçîCÁºªEù´1C¸ËžAŽðÀEï²ÖC §C·Ò
|
|||
|
|
?ù��AfH@^eÝE€‹@E^O-Cžx @NÍ�L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L 8A•½æ³>Ž>”¹>odñ=y´)>’2к1…»‹Qî;…Ú¡<Ž¬q9¨@g;äœq< ñ$;k7ÝL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L B)õA¿ yA‘VÚA¡ánA
|
|||
|
|
OâA tPA^ð L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ A¸ ?‹ÖÑEP¼?gžz@è?;ıȺ1…»‹Qî;…Ú¡<Ž¬q9¨@g;äœq< ñ$;k7ÝL
|
|||
|
|
split_indices[$l#L % L
|
|||
|
|
N
|
|||
|
|
L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L FíÇEÖFÕD¾RçEÌepCžKDe wD‡WEܧDtFGCŽ§—AöëCD?†ÙC^xC™ÅmC•I@L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ¸1F{¿žD&=sfá¿Ê¨¿q«;Æí?¬Õ¼póȽ=/¼Å†c»Îw¼»°; Ê=Ǽ;È¡L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D“!AŸ€DÁƒ?«Ê @Œ B˜1¹@fS L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?žÏÄ>ˆƒ>–¡z?ê H·¡‚D;ss¼póȽ=/¼Å†c»Îw¼»°; Ê=Ǽ;È¡L
|
|||
|
|
split_indices[$l#L 5 F F L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L FHáC¾¹uEø¦*CƒKýBíµàEîÛ Cœ¨ªA.‚BC{¯ÕBÒã|AV“"EdSEy´íC™Ã˜@¹DeL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;Þ·¦¿šS0=…ö¿©K¿j£Ó<RÔ¦?ªª ¼]�p½¼·Þ€ » 5 ;,~Ï=©i€ L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L DßA¸@DkÃ?Î @R- BšÝf@…‘€ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?žÏÄ?€ >–¡z@”¥¶J…þ?^儼]�p½¼·Þ€ » 5 ;,~Ï=©i€ L
|
|||
|
|
split_indices[$l#L 5 5 F L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L FmC½ë¢EøûqC‚¿™Bì°#Eï;äC›øÈA&T„C{êBå:\@n¸âEiäEubåCš|F@>@ÃL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L º]¨½Xè.=º7½�ìo>Q˜=e\H>w®þ»Ö‚º¬“’< ‰ô:‰ÏŽ·È
|
|||
|
|
.;Gì„:àiå<
|
|||
|
|
ž.L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L B qXA²ÂîAz+èA_U¬A"!ÓA$9ÓA4kü L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?“T¶A¸ ?ù§n?k(¿ ÿ•9�©Y:åJˆ»Ö‚º¬“’< ‰ô:‰ÏŽ·È
|
|||
|
|
.;Gì„:àiå<
|
|||
|
|
ž.L
|
|||
|
|
split_indices[$l#L % F L L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L FFAE¦_ÕE<YYEœ•kCœ¦šE\»D ò{Cš:úE’ñ»C½�C4�£D«.õD‡Š€Cn³`C ‹EL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L 9½î÷¿—<ä=f梿¥3˜¿e"£;Æ ?¦´Ž¼›²o½ ² ¼º˜c»Ã&’»Nm;ƒ)<ÿÞ;€ L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D ïT@ø Cý? 4 @Q[ B…?ð@Ð, L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?¢oÂ?€ ºAzf?ê H¸2ÿ4?^儼›²o½ ² ¼º˜c»Ã&’»Nm;ƒ)<ÿÞ;€ L
|
|||
|
|
split_indices[$l#L 5 5 F L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F`·C»‹�EùµC„M„BÜø1EïNÑC›ž:A®4ÔCrÔmBÄ«çABbQE\²ØE€õeCš!{@>_�L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »© }½gª3?¦´þ¿—�EºèS ?¨¶,>˜Ph¼ûfý¼³U>»-ì;X=ø;£µ9<”¥»Ô¬L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D úwC÷Š™@95 @Ð.€BzE³?ÁÎ @>ý' L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ;ss?žÏÄ·¡‚ªA Õ)º+ðl¼ûfý¼³U>»-ì;X=ø;£µ9<”¥»Ô¬L
|
|||
|
|
split_indices[$l#L 5 5 L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L FVŸEúäyCœŒZC¸¾ÆEïXŒC™s�@Æ2]C|šIBéÆ„EdŠEz ŽC—“‡@p´@sAL@#oL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »gV½R>¦?£[õ¿–z;BMO?¥&ÿ€ ¼åØ € »Cj;•–<ýà < ¼Q¼îü<)÷L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L Då|Cö {@·½€@ $ B“M?ݨ ?Ÿz L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ @”¥?^å„?€ ·¡‚D;F?d
|
|||
|
|
|¼åØ € »Cj;•–<ýà < ¼Q¼îü<)÷L
|
|||
|
|
split_indices[$l#L 5 F L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F„ØEûuÖC™=�C¸¾…EïéîC—¢U@M�´C·k
|
|||
|
|
@)¼EcîKE{å‘C”y@â÷?ý‹B?�°&L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ¹Ï¸½WÛ§=¾¨y½��‘>Pk='>=–ºž=d»ÀŸã<>½; ÿ¨:µ¶;»Ê¿ ;µØ¹²�L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L B"ã6A³#ËA|¢ÆA€ýûA ÙAJ0�A5ê„ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?“T¶A¸ ?€ EPðe¿ÎMÖDúæfE'´Íºž=d»ÀŸã<>½; ÿ¨:µ¶;»Ê¿ ;µØ¹²�L
|
|||
|
|
split_indices[$l#L % ( L L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F)tE§ E:gE�-oCŸ DåTD�{CEŽÓ~CåŸB«) ChŸ¸DÔðwC ûDgNiC^ qL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L € ½Ddé?¢£¿–ú;g—í?£ÝÜ€ ¼æÇ€ ºÅ—:ß <ûV;؉;À”~¼#Ž•L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CüÖ¢Cê`‡@ÊíÀ@N– B ¬º?½ ?S”Œ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ÝF0?^å„?€ ?7 >—ÿh>¼MüæÇ€ ºÅ—:ß <ûV;؉;À”~¼#Ž•L
|
|||
|
|
split_indices[$l#L 5 F M L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F*IEúã„C—éC®ÀEðHC••@=ëçC¬ßÞ@ð¤Eq©lEn[$C“8n@—(¯?½nB?¾iŒL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L º€µ½B\s?žë?¿“¶;F‚e? s.€ ¼àá¿€ »
|
|||
|
|
S…;Þr<õË«;ξؼemà<'Ó›L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CñÈCß0@¤, @lµ€Blg+?¸ ?ÜF L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ÝF0?`ÇÎ?€ ·¡‚DAÈÊ?d
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|¼àá¿€ »
|
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S…;Þr<õË«;ξؼemà<'Ó›L
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split_indices[$l#L 5 F L
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|||
|
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split_type[$U#L L sum_hessian[$d#L Fþ³Eú�TC–1C¯ E﫳C”Äõ@ ›C®E@
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|||
|
|
bCEdiE{@ýC’k.@–qÓ?žÎ„?�l²L
|
|||
|
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;2&ž½0;�?œW¿‘!X;ØÅì?�z‹€ ¼î ‘¼ªn%»·<;ÁÈ<ñ:;JXƒ»ÓÛŒ<&bóL
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
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|||
|
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left_children[$l#L
|
|||
|
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CçH²CØÞ«@cÆ€@““€Bx[!?êä ?](û L parents[$l#L ÿÿÿ L right_children[$l#L
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|||
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ÝF0?^å„?žÏÄ·¡‚D;,€³?d
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|||
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|¼î ‘¼ªn%»·<;ÁÈ<ñ:;JXƒ»ÓÛŒ<&bóL
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split_indices[$l#L 5 F L
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|||
|
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split_type[$U#L L sum_hessian[$d#L FŠEùº•C•™*CT~EîåMC” @=”ÊCuýóBÉVEc6Ez²eC’Oñ@gœ?Ýò ?�7uL
|
|||
|
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;Ài1½ Õ¥?›[<¿Š>©<£e?� Æ€ ¼æwé¼¢ ºþ"î;ˆ € <ï¼QY<$öhL
|
|||
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idiL
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|||
|
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left_children[$l#L
|
|||
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CâÖ(CËÕ@§<@@¸j BXê¸?Pì ?–× L parents[$l#L ÿÿÿ L right_children[$l#L
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|||
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?^å„?žÏĸ2ÿ49bà ?d
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|||
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|¼æwé¼¢ ºþ"î;ˆ € <ï¼QY<$öhL
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|||
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split_indices[$l#L 5 5 L
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|||
|
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split_type[$U#L L sum_hessian[$d#L F±BEúC”æÔC²ËEîòªC“Kû@MlrCq|Bå\5E[Ñ´E� Ñ?ç³ÜC’dG?ýØ1?� ´L
|
|||
|
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »eØ&¿‰�×=6ßô¿—ë�¿Q—]:›Ó:?–1B¼èoêºó�ļj®c¼Ê§I»2‘:ò±<æ € L
|
|||
|
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi L
|
|||
|
|
left_children[$l#L
|
|||
|
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CÖ"É@ךÀC·? _ @F+ BNwx@Nä€ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?žÏÄ?€ ?sb>È㸠/á?^儼èoêºó�ļj®c¼Ê§I»2‘:ò±<æ € L
|
|||
|
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split_indices[$l#L 5 5 O L
|
|||
|
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split_type[$U#L L sum_hessian[$d#L FmmC±¡èE÷À»CoɉBæôŽEî¦C‘«—Clô9@5T B€ûòBKñ8E]¯OEœµC�0q@=’ÊL
|
|||
|
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L 9඗¼í¢�>V³>gq½½.;=?’Ž>€Ô¿;O´&<PÎ9¿œºç³)ºãtä;EŽû<•û€;¨íÙL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L B¼Af8êAsP.@®ÅØANÚ/A§9A"Ï L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ Dý?€ Düq#>Ù×Ã;K„XD™lÍ;O´&<PÎ9¿œºç³)ºãtä;EŽû<•û€;¨íÙL
|
|||
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split_indices[$l#L (
|
|||
|
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L
|
|||
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split_type[$U#L L sum_hessian[$d#L F�2EÔ
|
|||
|
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ÓD¼²ACSs‚EÍr7D[¤ÛD ¿¦C'0‰B1 ãE))bEq»
|
|||
|
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C®9DˆSB è"D$L
|
|||
|
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;T= ½!ß�?–C4¿‹FB;îoõ?˜8€ ¼ä¡°¼¥¸ºàÊŸ:÷ÁD<éáX;ùú�<$O¼ÿºL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CÐCÄÍA@œ‡ @aj B0§@ Ø ?”¶: L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ê H?^å„?žÏÄ·¡‚ª;F;�ùX¼ä¡°¼¥¸ºàÊŸ:÷ÁD<éáX;ùú�<$O¼ÿºL
|
|||
|
|
split_indices[$l#L 5 F
|
|||
|
|
L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F’rEú ¿C‘‚^CªX¤Eïg5C�ç‹@Mi~CowÿBÊr’EcÈ‘E{ØCŒy @Ûz«?œÛ[?ý÷¡L
|
|||
|
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ¹Tÿ…œ†=<éØ¿“Ðê¿J#7;§°?“j'¼tá�¼çrd¼že:; >ººêg/:ð˜ <â~€ L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CÉ['@Ô@€C´?ÎT @Tc B2°Û@–€ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?žÏÄ>ˆƒºAzf;DƒQ·ÒHØ?^儼tá�¼çrd¼že:; >ººêg/:ð˜ <â~€ L
|
|||
|
|
split_indices[$l#L 5 F L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L FÖ#C° ÜEø«©CnBäFEïÚòC� gA˜Õ„CZìeBߺ@ æ<Eb£ðE}õC‹pž@Md˜L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L :ä¥î¿‚K=@Á(¿†Ž,¾¡_I;Î ?’$w¼ÍøJ€ <~ƼE>Õºµsn:üHŒ<à-™€ L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L C¾ƒˆ@ÎÛ C°j@mO @L tBÊ”@Œc L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?ÝF0>ˆƒ?€ Dþ¼{9haG?^儼ÍøJ€ <~ƼE>Õºµsn:üHŒ<à-™€ L
|
|||
|
|
split_indices[$l#L 5 F F - L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F KC®nþE÷1¦C¥ˆAŽowEîfvCŒ³C¤{%@på@ ÍjAuk”E}CE]O©C‹vÐ@ üL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ºÜ©Y¿€à5=-¥d¿�‚î¿@]`;8y?ŽÈY€ ¼ÛÄŸ¼•“;^ƒ¥ºh a;ïä<ÚÈÚ€ L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi!L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L C·åö@àÃ@C¨ì@O€@' Aà-ú@:> L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?žÏÄ?€ ¼ sÞE[D ?�ÓÌ< ^Ù€ ¼ÛÄŸ¼•“;^ƒ¥ºh a;ïä<ÚÈÚ€ L
|
|||
|
|
split_indices[$l#L 5 5 L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F`ëCdíE÷ë‡ChÁ¾Bä8Eï.¤C‹Î,@È{CfjœBáÌ4?‘ ôE¥Ü«E£òCŠcê@5!cL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ºMŠ ¼k½…>YŽ¹£¾+Fæ¾ý¿%>uÆJ:±éRºvÌE<š‹»Ÿ÷u9ºŽ¼¥�³;A?< OœL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi"L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L A¿ 6A…$¶AšØA�e AX-Z@~ƒ"A6Š L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L @'OÉEQÑqDý®>×Å|¿Ù ,Dûì):Ú:±éRºvÌE<š‹»Ÿ÷u9ºŽ¼¥�³;A?< OœL
|
|||
|
|
split_indices[$l#L L L L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L Ft¥EóŒLCõÏôEß7ÇD"¤$A€”aCíÆ®E4Ý=E„É)B$&
|
|||
|
|
DaÄ@Îä½A¶dC�%JCABÈL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;¹`†¿~[º=Jer¿…V×¾ç<Á<*ºË?Ž&O¼ÌdÚ;‘Hϼq~N;CNºÑzŒ;¸<ÚzÞ€ L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi#L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L C´æ@ÝÅÀC£æë@Ÿ@@s B1Tf@‘ @ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?ëX?€ ?€ ?€ ¶J…þ?^儼ÌdÚ;‘Hϼq~N;CNºÑzŒ;¸<ÚzÞ€ L
|
|||
|
|
split_indices[$l#L 5 5 ' L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F;C¬�ŽEø5}CœùAùhËEï~�C‹nÍCœ*w?ΊËAÈ[w@Ä5OEi®7EuNéC‰Õ@LßFL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;6<T¿zÜG=9Ž ¿ƒü‚¿
|
|||
|
|
ë8;ø¢H?ŒFüÊT“:ãZ_¼©G+»ÁI‚ºÝ/¨; “é<׫”€ L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi$L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L C¬`Œ@¡ö@Cœ”@‡¿€@4HB5 “@�— L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?³FJ?€ ?€ A ¶J…ê?^儼ÊT“:ãZ_¼©G+»ÁI‚ºÝ/¨; “é<׫”€ L
|
|||
|
|
split_indices[$l#L 5 F 5 % L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F!ZCªÿE÷¡UC•¸1B"îkEï!ÑC‡ø>C”Ë ?íàA‡lÎA¾pEi4EuŽC†^€@LßFL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »•N ½*ÅÏ?‰¥Þ¿€Úº'?‹T?€ ¼Ô’Ƽ—D·ºô\W:ËöÍ<Õ4¨€ ¼ È< R L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi%L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L C¥‚àCž‡@S]€@SO€B ›@‹€?¦¥x L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ÝF0;,€³?žÏĸ2ÿ4?Dž^B‚P
|
|||
|
|
¼Ô’Ƽ—D·ºô\W:ËöÍ<Õ4¨€ ¼ È< R L
|
|||
|
|
split_indices[$l#L 5 F M L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F9{EùïÚCˆ1¯C¡Ú
|
|||
|
|
EïÒ9C†L@rÏ6CbJ¸BÂÒÄE\ª™E�|íC…-@„>?¤~O@ �L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L 9
|
|||
|
|
1«¼éy >âf½"c�>GT×=H\>lôZº åÑ»‡b˜<3¥¶; ”¢»•á;'i<—¹é;™©VL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi&L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L Aô A…Ï*ABdÂAC@jAš&AA…bA1mð L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ A¸ A@ ER@iºx3E=ÄD™lͺ åÑ»‡b˜<3¥¶; ”¢»•á;'i<—¹é;™©VL
|
|||
|
|
split_indices[$l#L % % L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L FRÚEÓrvD¼ÌüEÉ‹,Cžt¥DUÒ7D#ÇÀE¶wD ÝB¬ãCfæXC#e{D,øØBùžDH&L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L º q«¿v �= Øq¿‰7»¿1Kq;5ß�?ˆÇ#º7¢Ç¼Ò%̼ž;ú¼QºÒJ:ÐÐC<Òo¶€ L
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|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi'L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L C�êN@Üæ€C‘„•?¡‡ @EH°B
|
|||
|
|
Äå@Œ^ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?£N?>ˆƒ=IÞ :wª½·¡‚D?^儺7¢Ç¼Ò%̼ž;ú¼QºÒJ:ÐÐC<Òo¶€ L
|
|||
|
|
split_indices[$l#L 5 F N L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F å%C£}/E÷’wCaf BË(«EïY=Cƒ“Ÿ@5"<C^‘�B�ÇlAé„ýEdkCEzG7C�û)@L;"L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »žãf½S =¢G²½†3">+8C=7t�>hž.º�‹d»¯,›<,¼ô:®G¹åIú;AÙ½:³—w<¼HL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi(L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L B�¹A�Ê AlÂA:,ôA4±ABÕ*A$ý¸ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?“óêA¸ ?ù§nEQÑq¿ÎMÖ9�©Y:áçº�‹d»¯,›<,¼ô:®G¹åIú;AÙ½:³—w<¼HL
|
|||
|
|
split_indices[$l#L % L L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F ù³E¦®E7½oEœ<‘C��ÊEoéD 6E�)€CÑ1 B¬ä}Cd‘UD¦AkD„žfCa,,C¡Ö L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »0ˆs½*N?‡{O¿{ –9þã?‰qÚ½™°ß¼À4†€ ºö
|
|||
|
|
7:Õ Û<Ó²1;*z;%ú¼'M—L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi)L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L C™Ò`C‘ø@±® @:;€B&�§@.S€?&åÑ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ÝF0?^å„?€ ¸3 /;ssE {X¼À4†€ ºö
|
|||
|
|
7:Õ Û<Ó²1;*z;%ú¼'M—L
|
|||
|
|
split_indices[$l#L 5 F L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F¦EùÑÒCƒ7”C›ÄdEðŒC�Ý,@-4%CšœË@ÌQE\ò,E�œvC~‹µ@¥ÔM?œ¡?½è©L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L 9Âuν4£U=¥ö½mK>0܇<æ¦R>(SX;P=ºÜÝb;˜ P¼È¤ :À³¨»&Ê;›½»F¬QL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi*L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L Aì£6A|!QALGúAI'ZA
|
|||
|
|
¢ŠAWØA@$ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?“óêA¸ ?€ Dþ3×AïÁEM°E9K3;P=ºÜÝb;˜ P¼È¤ :À³¨»&Ê;›½»F¬QL
|
|||
|
|
split_indices[$l#L % ( 1 L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F ¥×E¥¬ÍE7=ÃE›ïEC›Ø€Dá'žD�SçC�²TE’ C™ü®@méFD´¾ãC±¢íD|lHBñÜ:L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L :ArP¼ã7š>š¢>^¨¨½ƒÓ=eUI>iÔ:<�“:ŽÏ¡9Z‘ºýÈÒ»DœŒ;&Q <›®»;•�ÿL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi+L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L AòÆBAYJA*\ô@ǽ~AV¶ËAN¢A?Þ| L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ Dý?€ BG‡€?>ËE0{D™lÍ<�“:ŽÏ¡9Z‘ºýÈÒ»DœŒ;&Q <›®»;•�ÿL
|
|||
|
|
split_indices[$l#L ( . L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F ì“EÓ¬D»AéCWÇEÌJsDXeKD ‡BÌ÷òBâ–EMšXEJú�C8ÿàD*%SB€„D¶L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;G�½cþ?„.¿rðl;½Š–?…ò=€ ¼ºC<»Ùºº¿d
|
|||
|
|
:ÙmÎ; ùF<ÍS0¼TnÂ<·dL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi,L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L C�É8C‰-Ó@—œ€?ȉ BŠ‡?A ?Ï‘õ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ÝF0?^å„A ¶J…ê9‘¹Q?d
|
|||
|
|
|¼ºC<»Ùºº¿d
|
|||
|
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:ÙmÎ; ùF<ÍS0¼TnÂ<·dL
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|||
|
|
split_indices[$l#L 5 F H L
|
|||
|
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split_type[$U#L L sum_hessian[$d#L F ¹wEùM C‚TãC›�%Eï“ÍC€ÛÕ@<†ÐC™]½@�ÚEiaEuƇ@�@C}7˜?ݬN?›aRL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;œnÿ½¤´=¸$½@¾¿>P~$=@Ó>&´ëº§E“;ÓΕ<rd9ç“¢¹5Éš<Rå’;¦Ná¼1ÃL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi-L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L AÔˈA•rZA(LhA7yAªdAêÀ¨B
|
|||
|
|
‰ð L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?�ÓÌA¸ 9´˜]@ ?€ DþØ E t)º§E“;ÓΕ<rd9ç“¢¹5Éš<Rå’;¦Ná¼1ÃL
|
|||
|
|
split_indices[$l#L % $ ! 7 7 L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F ¤ÿE±Ö(E ç¬E¨žC›è D²—9D‹8 E¤¿eBÖLC+x6C Y
|
|||
|
|
D¥ÆÀBÍ‘D€éWB¤ìŠL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L :…ó0=f ½Ñb<¢þˆ?'Ân¼Z¿s„9\R
|
|||
|
|
<6ˆ <ªƒ‰»™!»q=:OFì;G ¼‘V‹L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi.L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L A‰‹÷B�ÕZB�XbAu{:B¯<AŠ¢1AþV\ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L >×Å|=²’?=¯° ?uæ/:Dé>à(¹›D29\R
|
|||
|
|
<6ˆ <ªƒ‰»™!»q=:OFì;G ¼‘V‹L
|
|||
|
|
split_indices[$l#L G G L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F †EQ²¨E˜2¯EEì%C<h2E�œ—CrÂîEAi^B�XÌC'ÍB“DºÖƒECÍíBHd0C@©âL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ºÞ`¿h¾K=Ld¿„›¿$Õ&?‚&;)‰Æ¼5J¼Ð3¼(ÿº¼©‘¬<ÈpG€ ºÎ‰R:È àL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi/L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CŒX7@ÿË C€KÄ@+B@@`,À@’^€B²o L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?žÏÄE\Ÿ×ºAzf>Èã?^å„·ÒHؼ5J¼Ð3¼(ÿº¼©‘¬<ÈpG€ ºÎ‰R:È àL
|
|||
|
|
split_indices[$l#L 5 6 L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F ËÉC¢´ÀE÷lECXš
|
|||
|
|
BÙžíCîEïlÑA‰6CCGsBBv¦øB<–âC|ûØ@<©»EaÉ E}–L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ºx_~½ ±è?‚4l¿j
|
|||
|
|
:Š�z?„£€ ¼³@w€ ºÁ°S:æ-¼<˪
|
|||
|
|
:v㫼P6¦<úÝL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi0L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CŠ{ÍCwT@’¤@@(‰€B
|
|||
|
|
ÄD@J)€?Ȥ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ÝF0?^å„?€ 9haGA Õ)?d
|
|||
|
|
|¼³@w€ ºÁ°S:æ-¼<˪
|
|||
|
|
:v㫼P6¦<úÝL
|
|||
|
|
split_indices[$l#L 5 F L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F |�Eøó<C€^9C˜�ÇEïk C}Éê@<¢ C—[´@ ~EõÐE^ànCxÐ@Ÿ<¢?Þ@�?›€L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L € ¼Î
|
|||
|
|
ã=èÆ >l¬½
|
|||
|
|
wu=+fÕ>aF}<*|u:N 9E»ºí@Í<«ì8ßm.;Ýóú‘Ø%L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi1L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L A¼uxAlªmA2â”AJÖA9ͺAW/A*•� L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ Dý?‹ÖÑ ?>Ë»U•Ê;
|
|||
|
|
É<*|u:N 9E»ºí@Í<«ì8ßm.;Ýóú‘Ø%L
|
|||
|
|
split_indices[$l#L L L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F y†EÒTIDº{CWµEË›ÄD`&@DÏÝBÐ_
|
|||
|
|
BÝÂ_ELì¤EJJãBà hDG³Cð.Bæ-L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ºê�¿aV�=Nž¿~àÉ¿ “ª;Tò~?)„¼+j÷¼É”Í:£%0¼{/rºÎ(—:Ìç <ı€ L
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi2L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CÿÒ@æñ Cn¹F@:* @*þ B�×@m™@ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?¢oÂ>ˆƒºAzf¿cð·ÒH+;%
|
|||
|
|
¨¼+j÷¼É”Í:£%0¼{/rºÎ(—:Ìç <ı€ L
|
|||
|
|
split_indices[$l#L 5 F L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L F q CžlE÷SCV<�BËÀ”EïBŸCwÖ“A�;�CDU@Q¨ÙBÅ3MEbcE|"%CtiÍ@[1}L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ºî3n¼ˆ}’>PW{>në¼ÌP ½x4>�iz»Üõå;Ö��9â†ðºÛÙû¼
|
|||
|
|
¨
|
|||
|
|
;€›,< ŠŸ9߃ºL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi3L
|
|||
|
|
left_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L AƘÙAyÛ A$ªø@³ÙAj´¶A‘÷A
|
|||
|
|
|
|||
|
|
¼ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?ù§nDýEÑH:©Œ´?
|
|||
|
|
`ÝA ;¶_Ö»Üõå;Ö��9â†ðºÛÙû¼
|
|||
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¨
|
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|
|
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|||
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|
split_indices[$l#L +
|
|||
|
|
% P L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L Eÿü€EîãÈDžCqÎEç[BCa$CÐZêAƒÇC`—ØEm “EañBI×CBŸÖ¨C�¬BËl÷L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »‘Ëν<+v=Œ·2½Zòï>ŸàŸ<¤�G>FUºDs�»ˆÝ&<£ïÄ;‡um¹È
|
|||
|
|
;‚éœ;ž´9‡wuL
|
|||
|
|
categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi4L
|
|||
|
|
left_children[$l#L
|
|||
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L AÇù½A_ÿßA0(¹AZŽW@Ö!$@èy^A TÆ L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?“T¶@ ?€ =YZ¿–¨ @
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Ú:ïV¸ºDs�»ˆÝ&<£ïÄ;‡um¹È
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split_indices[$l#L $ ( E L L
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split_type[$U#L L sum_hessian[$d#L F ´¤E¤|íE9Ø´E¡:YBФöDäçŸDŽÉÉE‰ãDAK·A‘ÙØB¬.€D òC‹³DFô4C>»L
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L :lÊe¼õžO?~|¿eÄi;‡è ?�ѽ¬k¼Î Ÿ¼˜KܺÚà:ÒÆ:<Åg€ :õMl¼!¡šL
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi5L
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L C|±ÎClàã@£¬ @ P B¦ö?™Ó€?, L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ê H?^å„?7Jܸ2ÿ4;SŠ ;Ëtä¼Î Ÿ¼˜KܺÚà:ÒÆ:<Åg€ :õMl¼!¡šL
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split_indices[$l#L 5 F F
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split_type[$U#L L sum_hessian[$d#L F tEù.>Cw8ÓC–gèEïÇÀCt†£@,‹ýBäÔC:ÄeE\yE�ˆCrî?ÌJd?š‹•?¾ŒdL
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;*‚6¼äT»?{k¿e=é;¯ç9?+ê€ ¼Âͤ¼sJºÅÏ¿:ǘ¿<Ã(è7Ù†P¼aÕi<#õsL
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi6L
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L Cu��CfSx@T5 @½Ñ Aùã?�3€?ÿ¤< L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ÝF0>—ÿh?žÏĸ2ÿ4< ^Ù;GÃؼÂͤ¼sJºÅÏ¿:ǘ¿<Ã(è7Ù†P¼aÕi<#õsL
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split_indices[$l#L 5 F L
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split_type[$U#L L sum_hessian[$d#L F 9}Eø¼$CvÚ¶C’XjEï–�CrJP@’ ÂCKwB²s¥E\$ÆE�„:Co€@'3ó?ƒƒ@bWøL
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »gÀÙ½€!?xMm¿Vô7º²Æ?|ö€ ¼»ùê¼^•QºÖ½>:³ô¨<Âp
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi7L
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L Cm<CQšæ@u»ÀA®ÀAõKø@ûÀ?�Ú L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ DùÀ ?^å„?žÏĸ2ÿ4A Õ)?d
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split_indices[$l#L 5 G L
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split_type[$U#L L sum_hessian[$d#L F )ÍEøÌhCpæ3C™í»Eï-�Cmº4@JÿÕCJÆ�BÒ)ÊE\©®E€Ø¶ChF—@®s‘?ü¼v?™C4L
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L :!ly¼ë±?x%b¿Vîå;L…ò?{EŸ€ ¼©F»�ˆüº®ÁY:àK€ <¿äǼ*23<¼LL
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi8L
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CjEÐCN‡L@LyÀ@¡ýÀAûI?¡¾ ?�MÇ L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?^å„@ *ô9haG9bà ?d
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split_indices[$l#L 5 5 L
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split_type[$U#L L sum_hessian[$d#L F SEø·àCpX¬C– OEïUÜCm«¾@+;mCŽ[•Ax—.E€ƒãE]£ñ?Æy,Cl Ì?½{q?˜ûiL
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L 9ªôd¼åØê?pçS¿\¸Ù;AM€?y|k>‹ª1¼©½ € º½«Î:ÆL <¿fÜ€ »£V <‚µWL
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi9L
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L C[¸TCN–¸@x@À@2p€AîñL@ 0 @gÑ L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ÝF0:¥f\A ¶J…ê?`ÇÎ¸Ö ¼©½ € º½«Î:ÆL <¿fÜ€ »£V <‚µWL
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split_indices[$l#L 5 F H L
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split_type[$U#L L sum_hessian[$d#L F XEø¶-CopCŽ!ÏEïÔCa¤–AV½CŒN¡@i— EilEv< C_ug@ Ë’@³;l@ú?íL
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »Á¡(½ O÷?lØp¿\#t»4A?p¹Ô» ‚Á¼¨ÚW€ ºÃÛH:žÎ<¸ˆ@€ ;ŒRÖ¼ Ô«L
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi:L
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CQè�CI£@�Ý @-ò AÇ'o?ç6€?2¹~ L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ÝF0?^å„?€ 8½ V?Dž^;Ët伨ÚW€ ºÃÛH:žÎ<¸ˆ@€ ;ŒRÖ¼ Ô«L
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split_indices[$l#L 5 F M
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split_type[$U#L L sum_hessian[$d#L EÿÚgEø‘FCi$C�[£EﻌCf6#@;}#CŒ>œ@ƒlEbƒE|É•Cc¼ý@ I¯?¸_
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tree_param{L num_deletedSL 0L num_featureSL 81L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »düó??lãO¿Xp^9Pb™?p¹×€ ¼ÃT›¼ŽÜº¿E¨:·L¦<¹|´€ ; 9V»á£|L
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categories[$l#L L categories_nodes[$l#L L categories_segments[$L#L L categories_sizes[$L#L L default_left[$U#L L idi;L
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CQoCB€À@€«À@^€AÞ£ß@'Å€>¬®… L parents[$l#L ÿÿÿ L right_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ ?ÝF0?^å„?7JܶJ…þ>—ÿh>¼MüÃT›¼ŽÜº¿E¨:·L¦<¹|´€ ; 9V»á£|L
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split_indices[$l#L 5 F F M L
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split_type[$U#L L sum_hessian[$d#L Eÿ×FEøƒ‚Cjx”C‹õÁEïÄ&Cg‰í@;©¸B×HòC,G Eit„EvÇCc�ò@~~®?›Y½?Ûù³L
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