results with improved seeding

Author: luiswyss

results/outerseed_rna_cm_rand_0.json

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+{"accuracy": 0.7801723047234106, "auc": 0.8053224499771725, "balanced_accuracy": 0.6694261687702863, "f1": 0.2071328055491746, "mcc": 0.18077028602205897, "global_accuracy": 0.8028923406534547, "global_f1": 0.21030042918454936, "global_mcc": 0.17319560899767553, "global_balanced_accuracy": 0.650960950952619, "global_auc": 0.7637782591790258, "loss": 0.560692124068737}

results/outerseed_rna_cm_rand_0_results.json

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+{"accuracy": 0.8036520108190722, "auc": 0.7446061179336647, "balanced_accuracy": 0.6502284278155214, "f1": 0.22877103018716752, "mcc": 0.1789159612833679, "global_accuracy": 0.8327899394503959, "global_f1": 0.25052192066805845, "global_mcc": 0.21821090883634758, "global_balanced_accuracy": 0.6781363432947143, "global_auc": 0.7844815440969287, "loss": 0.5924330204725266}

results/outerseed_rna_cm_rand_1.json

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+{"accuracy": 0.7866119341563924, "auc": 0.769584934553601, "balanced_accuracy": 0.7067905864233954, "f1": 0.24624482187595798, "mcc": 0.22033242143235604, "global_accuracy": 0.825147347740668, "global_f1": 0.21238938053097345, "global_mcc": 0.20573960298950186, "global_balanced_accuracy": 0.6955277280858676, "global_auc": 0.7658371040723981, "loss": 0.5642719566822052}

results/outerseed_rna_cm_rand_1_results.json

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+{"accuracy": 0.9836065573770492, "auc": 0.5333333333333333, "balanced_accuracy": 0.5, "f1": 0.0, "mcc": 0.0, "global_accuracy": 0.9920948616600791, "global_f1": 0.0, "global_mcc": -0.003968253968253968, "global_balanced_accuracy": 0.498015873015873, "global_auc": 0.6746031746031746, "loss": 0.23407182097434998}