265 lines
68 KiB
Plaintext
265 lines
68 KiB
Plaintext
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€•Ÿ }”(Œ
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model_type”Œbacktests.ml_v2.ml_v2_model”Œ ModelType”“”Œxgboost_binary”…”R”Œ xgb_model”Œ xgboost.core”ŒBooster”“”)�”}”Œhandle”Œbuiltins”Œ bytearray”“”B {L Config{L learner{L
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generic_param{L deviceSL cpuL fail_on_invalid_gpu_idSL 0L n_jobsSL 0L nthreadSL 0L random_stateSL 0L seedSL 0L seed_per_iterationSL 0L validate_parametersSL 1}L gradient_booster{L gbtree_model_param{L num_parallel_treeSL 1L num_treesSL 62}L gbtree_train_param{L process_typeSL defaultL tree_methodSL histL updaterSL grow_quantile_histmakerL updater_seqSL grow_quantile_histmaker}L nameSL gbtreeL specified_updaterFL tree_train_param{L alphaSL 1L cache_optSL 1L colsample_bylevelSL 1L colsample_bynodeSL 1L colsample_bytreeSL 0.600000024L etaSL 0.0500000007L gammaSL 1L grow_policySL depthwiseL interaction_constraintsSL L lambdaSL 5L
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learning_rateSL 0.0500000007L max_binSL 256L max_cat_thresholdSL 64L max_cat_to_onehotSL 4L max_delta_stepSL 1L max_depthSL 3L
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max_leavesSL 0L min_child_weightSL 10L min_split_lossSL 1L monotone_constraintsSL ()L refresh_leafSL 1L reg_alphaSL 1L
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reg_lambdaSL 5L sampling_methodSL uniformL sketch_ratioSL 2L sparse_thresholdSL 0.20000000000000001L subsampleSL 0.699999988}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
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[5.215755E-1]L boost_from_averageSL 1L num_classSL 0L num_featureSL 76L
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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 auc}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 best_iterationSL 51L
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best_scoreSL 0.7354244074118712}L
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feature_names[#L LSL rsiSL atrSL atr_percentSL macdSL macd_signalSL macd_histogramSL bb_middleSL bb_upperSL bb_lowerSL bb_widthSL bb_percent_bSL ema_9SL ema_21SL ema_cross_bullSL ema_cross_bearSL
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volume_smaSL volume_ratioSL volume_increasingSL high_volumeSL returns_1SL returns_5SL
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returns_20SL log_returnsSL price_positionSL dist_from_sma_20SL
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volatility_20SL normalized_rangeSL avg_normalized_rangeSL close_lag_1SL close_lag_2SL close_lag_3SL close_lag_5SL higher_highSL lower_lowSL
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hh_count_5SL
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ll_count_5SL hourSL weekdaySL london_sessionSL
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ny_sessionSL
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swing_highSL swing_lowSL is_fvg_bullSL is_fvg_bearSL
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fvg_signalSL obSL ob_mitigatedSL bosSL chochSL market_structureSL regimeSL regime_confidenceSL h1_ema20SL h1_market_structureSL h1_ema20_distanceSL h1_trend_strengthSL h1_swing_proximitySL
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h1_fvg_activeSL h1_ob_proximitySL h1_atr_ratioSL h1_rsiSL fvg_gap_size_atrSL fvg_age_barsSL ob_width_atrSL ob_distance_atrSL bos_recencySL confluence_scoreSL swing_distance_atrSL regime_duration_barsSL regime_transition_probSL volatility_zscoreSL crisis_proximitySL
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wick_ratioSL
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body_ratioSL gap_from_prev_closeSL consecutive_directionL
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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 62}L iteration_indptr[#L ?i iiiiiiiii i
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iiiiiiiiiiiiiii i i i i i!i"i#i$i%i&i'i(i)i*i+i,i-i.i/i0i1i2i3i4i5i6i7i8i9i:i;i<i=i>L tree_info[#L >i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i i L trees[#L >{L base_weights[$d#L ;œ‚ó½þ§->—Âi½7š¾ïeW>ú×Â=Æ
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+¼^ê’;Ís<$¼×ó= t‘<•-R<D¶Ÿ½LÌÍL
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categories[$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[$l#L
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tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »Ïès½ÿ>„‹�»æ7G¿adn?TŒ»-ë7»é8<ÜÊâ½LÌͼìEs<±^é=LÌͼ°€d<s0L
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left_children[$l#L
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ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CHaCÃ׺C“PKC�°hBW BcæðC/ L parents[$l#L ÿÿÿ L right_children[$l#L
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split_indices[$l#L < 6 6 < < < < L
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tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ¼ P4½LÌÍ=½gH9Æü=LÌÍ»æH<€Ô/L
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left_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L Dp¶x D>qbC1: L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ Blzó=LÌÍ»æH<€Ô/L
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tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L
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left_children[$l#L
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B’KiBA¶¡A±ÜDBÆcÔBÔˆ @üË L parents[$l#L
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ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L
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tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L << ŽLÌÍ=Ù¬Y<œÔ=LÌͼX‰«;êV L
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tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L º’J½LÌÍ=r;�¶b=LÌͼ{Þ;ñ L
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left_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D3^ª D¹ B«Îà L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ ·vR2=LÌÍ»¬«½;â¸_L
|
|||
|
|
split_indices[$l#L - - L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÅê‹C–×$E¼}E³µ&CŒ.E+è†E;�ÆL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L »·%Õ½LÌÍ=ŽTº Á^=LÌÍ»„ y<e¦ïL
|
|||
|
|
categories[$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[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D"+Œ Dð�C6" L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ BzGà=LÌÍ»„ y<e¦ïL
|
|||
|
|
split_indices[$l#L - - < L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÅ£ŠC�ûE¼£ØE³ìUC‹x/EŒ3ÿDžá[L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L º•m½LÌÍ=•¼Ž;³)I=LÌͻƾO;Í~ÐL
|
|||
|
|
categories[$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[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D \ CûºøB®¸› L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ ·0-=LÌͻƾO;Í~ÐL
|
|||
|
|
split_indices[$l#L - - L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L Eì)C� Eº²(E²5ïC‡Ã›E-¬E7c1L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L »‚i·½LÌÍ=„•Ë¹À ™=LÌͼ5F;žZÜL
|
|||
|
|
categories[$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[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L DðS CóÆ�B÷‰€ L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ B9+B=LÌͼ5F;žZÜL
|
|||
|
|
split_indices[$l#L - - < L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EħC‰¼ôE»eØE³
|
|||
|
|
/C…º—DÚ¯æEx¼jL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L º�ØÊ>=+.½«|'>Rs?<¼’¾ G>‡æ-::�%<\2=LÌͽLÌÍ:¬>;¼[Ú?½LÌÍ=LÌÍL
|
|||
|
|
categories[$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 BÂÌ<B/ TB€+DAêÚæC%¨ÚB«ÈDÙ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ¿RÅ!?#\ç@À >ƒí�·0[8bc·0[::�%<\2=LÌͽLÌÍ:¬>;¼[Ú?½LÌÍ=LÌÍL
|
|||
|
|
split_indices[$l#L 6 ? K
|
|||
|
|
L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÅgDñÛŒEˆ‹„Dâ%-BûeôEteCå�œD_ŸDd«HBÀk:AëêêDí5ÖDû”SC è¾CŸ›>L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L :‰º¿½LÌÍ=Œ?;›#Ê=LÌͼ.t¦;œ�L
|
|||
|
|
categories[$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[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D vŒ Cêp7Bä¨< L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ B7ž=LÌͼ.t¦;œ�L
|
|||
|
|
split_indices[$l#L - - < L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÅ1uC‰Q@E¼œaE´/°C†ËDÓ E~ÙSL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L ¼�¸=½LÌÍ=?-/¼ˆ5ý=LÌÍ»©üì<œÓL
|
|||
|
|
categories[$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[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L Dù Cìù¡BÅ à L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ Blzó=LÌÍ»©üì<œÓL
|
|||
|
|
split_indices[$l#L - - < L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÄ�ŸCŠäžE»ÓUE³�ÑC…GEx³�DÜ (L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L »Ÿøô>Š½».˜¿:Я>0œ ½áá/?8ë…»´9½LÌÍ;ìzX= Ë»™³¼íàç=LÌÍ<gq²L
|
|||
|
|
categories[$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¦èBCÑBB{`mA<c(B©€Aô‘šAK¶Ä L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ¾×& ?€ Aðk:?\y>Úܪ?wç<»´9½LÌÍ;ìzX= Ë»™³¼íàç=LÌÍ<gq²L
|
|||
|
|
split_indices[$l#L 6 7 7 ? :
|
|||
|
|
L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÃ6èE sEyú´BZŠJE òEt¥@Bª®qA¹áAû3}EsFB²µzElÛBùEdB"ŸwB2½jL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L <ýz¾¯™Ë=HࣾþQ=<ê>Ï…|;Ý&ó¼›½22¼Óa<„iÇ<i5 <ò”r»ñ—8;Õ¹WL
|
|||
|
|
categories[$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´e[B E B¨ð¥A8Ú˜AMùæAHÐBÀ¼ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L B"‰@š&¾¿éà�»)¢}Aã�×B1œBX·†¼›½22¼Óa<„iÇ<i5 <ò”r»ñ—8;Õ¹WL
|
|||
|
|
split_indices[$l#L < 8 < < < L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L E‹ûD! ´E®hCçgäC5¯
|
|||
|
|
DJEœ ÂCŸŒC¾¯BÇfB£øC·FŒCZ›<E
|
|||
|
|
»E-‚€L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;Òur½LÌÍ=’Œ8<fíé=LÌͻ׎ú;ÜomL
|
|||
|
|
categories[$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[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L D� CÍc·BËZ L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ BL =LÌͻ׎ú;ÜomL
|
|||
|
|
split_indices[$l#L - - < L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÄT‚CˆÀKE»È}E³â—C|¼ÒE"—÷EE-6L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L »‚3½LÌÍ=m}):j=s=LÌÍ»À�Ð;»7#L
|
|||
|
|
categories[$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[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L Cü6 CÍ qBœ¨ L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ ·0-=LÌÍ»À�Ð;»7#L
|
|||
|
|
split_indices[$l#L - - L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÅ3C…EE¼ÞÀE´á³C¡¡E0£ÔE9 ‘L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L »¸„>½LÌÍ=Xâ!» Ü0=LÌͺ!5ƒ<ô”°L
|
|||
|
|
categories[$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[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L Cè÷) CÇ<B
|
|||
|
|
Íê L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ ?€ =LÌͺ!5ƒ<ô”°L
|
|||
|
|
split_indices[$l#L - - 7 L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÃÞ C€¿ÊE»Ò£E´§Cy?�E±SÌB6µL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L »ú¸Ž½‚.�=LÌͽLÌͼM¼N�‡;>bµL
|
|||
|
|
categories[$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[$l#L ÿÿÿÿÿÿÿÿ ÿÿÿÿÿÿÿÿL loss_changes[$d#L C×H˜C¾Wù B»ç¢ L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿÿÿÿÿ ÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€ =LÌͽLÌÍB*ª¼N�‡;>bµL
|
|||
|
|
split_indices[$l#L - - < L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÀï E¹1íCw£~CoË“E±³‘DšEE‹"KL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L ºy¸û½LÌÍ=Y’9;Y‹)=LÌͼŽÑ;x•L
|
|||
|
|
categories[$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[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CÏŸÁ C¬À—B¦¸ L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ B"‰=LÌͼŽÑ;x•L
|
|||
|
|
split_indices[$l#L - - < L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÁô7Cv>YEºBDE³ CdD‹DâE ƒÝL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L ;–>¼½LÌÍ=r9‡< |É=LÌͺæhx<š¯L
|
|||
|
|
categories[$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[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CÏùX C§èŽB�Bm L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ B‡5O=LÌͺæhx<š¯L
|
|||
|
|
split_indices[$l#L - - < L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÁÓûCwÒeEºhE²Î�ChÛ_E›¿gD8y/L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L ;D™Û¾‡ð=!ñžïŽô½FU§>–²§¼ãíl½ P¼{”È<B–•¼ga<Áº;�¸¼=ŒÛ;oR€L
|
|||
|
|
categories[$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 Br0AB´IB¼=·A‹®AÏÊãBM B²³ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L B†˜@=—‚¿AñVAÿ•/» Aâ?€ BSd½ P¼{”È<B–•¼ga<Áº;�¸¼=ŒÛ;oR€L
|
|||
|
|
split_indices[$l#L < 8 < 5 < L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÀœ‹D7àÌE© qCºëCµD�Ñ�E†,
|
|||
|
|
Bïl¢C|q…C!“—CIÇÃD$ðäCíd®D±ôqE3]ÛL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L »¯Ÿ >eš½ÝÏ&=èâ\?Þ,½ÿ§g?œy½^;Ú[/=# 5»È »®Û'½Iß=»`¼ ÖÒL
|
|||
|
|
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[$d#L BÀKgB¼äB ÞB ØŒAî×JB IUA€û‰ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½âtA>%¿j?€ ?+xÁ>Ù |@�J˽^;Ú[/=# 5»È »®Û'½Iß=»`¼ ÖÒL
|
|||
|
|
split_indices[$l#L 6 : 7 7 : 6 L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÀøüE š�EeWwE ûC'ÈfE_Û|B¯SB@–YE¡Bù}¢B,&SEXâÂBßEB‰ÞÐA–‚ L
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ;þn¬½LÌÍ=nßG<7šO=LÌÍ8ð/=å¥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 ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L C¾Š] CŸXB »á L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ ?€ =LÌÍ8ð/=å¥L
|
|||
|
|
split_indices[$l#L - - 7 L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L EÁ ¾Cgç�E¹Ê‚E²Ó4C^é¬E°.ÇB©DL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L ;Ëö½LÌÍ=j7‡<'ªö=LÌÍ»™„~;«åôL
|
|||
|
|
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 ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L C½¶ CœŽšBbÿF L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ ·®¼=LÌÍ»™„~;«åôL
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split_indices[$l#L - - L
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split_type[$U#L L sum_hessian[$d#L EÁ.ÎCn~}E¹ºÚE²ªCbKE*!E;KÿL
|
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tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L »l›¢½LÌÍ=2™‡º�ʲ=LÌÍ»‚"#<$âûL
|
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categories[$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[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L C®å C—Ì B¶Ä2 L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ BpÛü=LÌÍ»‚"#<$âûL
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split_indices[$l#L - - < L
|
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split_type[$U#L L sum_hessian[$d#L EÀƒôC`´vE¹~PE²Ò´CUsŽE�ÖDÇ'tL
|
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|
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tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L ;$ðj½LÌÍ=@…{;¿²o=LÌÍ»²Où;»è\L
|
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categories[$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[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL loss_changes[$d#L CŸ˜9 C†»¹B�ìû L parents[$l#L ÿÿÿ L right_children[$l#L ÿÿÿÿ ÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ½LÌÍ?€ ¶€•n=LÌÍ»²Où;»è\L
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split_indices[$l#L - - L
|
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|
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split_type[$U#L L sum_hessian[$d#L E¿Ð CWE@E¹óE²¿†CJÍ¡E-Ë�E7³pL
|
|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 7L size_leaf_vectorSL 1}}{L base_weights[$d#L ;�î¿=€?5½ÄeÚ=-ò>Ò`Á½�þ¾ŒÐž<‘gK:Œ~J½LÌÍ=LÌÍ»¯eÉ<,<í¼Â&{»?�ôL
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categories[$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 B|ZAàQâAQØAÃ;C‘\�Aº$rAe˸ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L ?€V@à EPºáDýyì·Ü“¼EFÈ{AP <‘gK:Œ~J½LÌÍ=LÌÍ»¯eÉ<,<í¼Â&{»?�ôL
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|
|
split_indices[$l#L K $ L
|
|||
|
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split_type[$U#L L sum_hessian[$d#L EÀ lEt—kE ¡lEg“©CP<(DíÄhC¥ùÄC_1/EY –Bžf C (DÍÕ Cz?C'~pC$uL
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|||
|
|
tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L ¼Mß¾2NW=`W˜½6º~¾í }>ug½–ûi¼‹Ö«;W;p;¸¨o¼Ó|�<Ÿ<åɘ¼8Ë;Ý$oL
|
|||
|
|
categories[$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†MíB‡‚BÎÐ^B(žëA�úB<B¢8[ L parents[$l#L ÿÿÿ L right_children[$l#L
|
|||
|
|
ÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿÿL split_conditions[$d#L B7ž¿OZf?$dþBuYDüó×BlzóB€Õ¸¼‹Ö«;W;p;¸¨o¼Ó|�<Ÿ<åɘ¼8Ë;Ý$oL
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|
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split_indices[$l#L < < < < L
|
|||
|
|
split_type[$U#L L sum_hessian[$d#L E¿ÓDàôïE†Û—DœXD ·/DÝ\hE úC¨û@DcµB2ë#CýúD»¡gC†ìD¸éD…(ÚL
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|||
|
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tree_param{L num_deletedSL 0L num_featureSL 76L num_nodesSL 15L size_leaf_vectorSL 1}}{L base_weights[$d#L º6¦K>À½Éªw¼ÓaF?mb¿3~�=– R;™Â7½`û<Ìi”=LÌͽLÌͼ´G= °Ô»?qƒL
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|
categories[$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
|