115 lines
28 KiB
Plaintext
115 lines
28 KiB
Plaintext
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€•jp }”(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·g {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 22}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 68L
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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 11L
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best_scoreSL 0.7134346240295968}L
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feature_names[#L DSL 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_atrL
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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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