{ "protocol": "same deterministic 1000 TRAIN validation; gamma=.25 lambdaM=.125 S=16 P=2000 h=0; final lambda_lex=4 lambda_sem=.1 locked; lexical support injected before P selection", "direct_rows": [ { "eta": 1.0, "pool_relevant_recall": 0.6739130434782609, "nDCG@10": 0.15081789033529253, "MRR@10": 0.12145634920634922, "P@10": 0.0267, "R@10": 0.255, "R@100": 0.4965, "Hit@10": 0.262, "Hit@100": 0.506, "n_queries": 1000 }, { "eta": 0.5, "pool_relevant_recall": 0.6635160680529301, "nDCG@10": 0.15013420617643533, "MRR@10": 0.12056626984126985, "P@10": 0.026600000000000002, "R@10": 0.254, "R@100": 0.4965, "Hit@10": 0.261, "Hit@100": 0.506, "n_queries": 1000 }, { "eta": 0.25, "pool_relevant_recall": 0.6493383742911153, "nDCG@10": 0.15006482585998027, "MRR@10": 0.12031031746031748, "P@10": 0.0265, "R@10": 0.2535, "R@100": 0.4915, "Hit@10": 0.26, "Hit@100": 0.502, "n_queries": 1000 }, { "eta": 4.0, "pool_relevant_recall": 0.6880907372400756, "nDCG@10": 0.1494273376665215, "MRR@10": 0.11966944444444445, "P@10": 0.0267, "R@10": 0.255, "R@100": 0.4945, "Hit@10": 0.262, "Hit@100": 0.503, "n_queries": 1000 }, { "eta": 2.0, "pool_relevant_recall": 0.6852551984877127, "nDCG@10": 0.14942608611119146, "MRR@10": 0.11965238095238095, "P@10": 0.026600000000000002, "R@10": 0.25466666666666665, "R@100": 0.494, "Hit@10": 0.261, "Hit@100": 0.503, "n_queries": 1000 }, { "eta": 0.0625, "pool_relevant_recall": 0.6417769376181475, "nDCG@10": 0.14938753913952416, "MRR@10": 0.11999801587301587, "P@10": 0.0263, "R@10": 0.2515, "R@100": 0.486, "Hit@10": 0.258, "Hit@100": 0.496, "n_queries": 1000 }, { "eta": 0.125, "pool_relevant_recall": 0.6436672967863895, "nDCG@10": 0.1493459823655634, "MRR@10": 0.11994920634920636, "P@10": 0.0263, "R@10": 0.2515, "R@100": 0.488, "Hit@10": 0.258, "Hit@100": 0.498, "n_queries": 1000 }, { "eta": 0.0, "pool_relevant_recall": 0.6361058601134215, "nDCG@10": 0.1484812608938388, "MRR@10": 0.11965238095238094, "P@10": 0.026, "R@10": 0.2485, "R@100": 0.48325, "Hit@10": 0.255, "Hit@100": 0.494, "n_queries": 1000 }, { "eta": 8.0, "pool_relevant_recall": 0.6795841209829868, "nDCG@10": 0.14638275915599136, "MRR@10": 0.11736388888888889, "P@10": 0.0261, "R@10": 0.24966666666666668, "R@100": 0.4945, "Hit@10": 0.257, "Hit@100": 0.503, "n_queries": 1000 } ], "quota_rows": [ { "lex_quota": 500, "pool_relevant_recall": 0.6852551984877127, "nDCG@10": 0.15010631936000157, "MRR@10": 0.11999920634920636, "P@10": 0.0267, "R@10": 0.255, "R@100": 0.497, "Hit@10": 0.262, "Hit@100": 0.506, "n_queries": 1000 }, { "lex_quota": 1000, "pool_relevant_recall": 0.6899810964083176, "nDCG@10": 0.14973602768042957, "MRR@10": 0.12022619047619047, "P@10": 0.026600000000000002, "R@10": 0.254, "R@100": 0.493, "Hit@10": 0.261, "Hit@100": 0.502, "n_queries": 1000 }, { "lex_quota": 750, "pool_relevant_recall": 0.6890359168241966, "nDCG@10": 0.14945211839937886, "MRR@10": 0.11965912698412698, "P@10": 0.0265, "R@10": 0.2535, "R@100": 0.497, "Hit@10": 0.26, "Hit@100": 0.506, "n_queries": 1000 }, { "lex_quota": 1250, "pool_relevant_recall": 0.6928166351606805, "nDCG@10": 0.1487852238809187, "MRR@10": 0.11913253968253969, "P@10": 0.0265, "R@10": 0.25366666666666665, "R@100": 0.495, "Hit@10": 0.26, "Hit@100": 0.504, "n_queries": 1000 }, { "lex_quota": 0, "pool_relevant_recall": 0.6361058601134215, "nDCG@10": 0.1484812608938388, "MRR@10": 0.11965238095238094, "P@10": 0.026, "R@10": 0.2485, "R@100": 0.48325, "Hit@10": 0.255, "Hit@100": 0.494, "n_queries": 1000 }, { "lex_quota": 250, "pool_relevant_recall": 0.6880907372400756, "nDCG@10": 0.148390173463949, "MRR@10": 0.11923214285714286, "P@10": 0.026200000000000005, "R@10": 0.2505, "R@100": 0.498, "Hit@10": 0.257, "Hit@100": 0.507, "n_queries": 1000 }, { "lex_quota": 100, "pool_relevant_recall": 0.6776937618147448, "nDCG@10": 0.14805422821152087, "MRR@10": 0.11877857142857143, "P@10": 0.026200000000000005, "R@10": 0.2505, "R@100": 0.501, "Hit@10": 0.257, "Hit@100": 0.51, "n_queries": 1000 }, { "lex_quota": 1500, "pool_relevant_recall": 0.6852551984877127, "nDCG@10": 0.14750512170018007, "MRR@10": 0.11759047619047619, "P@10": 0.0265, "R@10": 0.253, "R@100": 0.495, "Hit@10": 0.26, "Hit@100": 0.504, "n_queries": 1000 }, { "lex_quota": 1750, "pool_relevant_recall": 0.6833648393194707, "nDCG@10": 0.14544722474453967, "MRR@10": 0.11570515873015873, "P@10": 0.0261, "R@10": 0.24966666666666668, "R@100": 0.4935, "Hit@10": 0.257, "Hit@100": 0.502, "n_queries": 1000 }, { "lex_quota": 2000, "pool_relevant_recall": 0.6748582230623819, "nDCG@10": 0.14533109551962203, "MRR@10": 0.1156095238095238, "P@10": 0.0261, "R@10": 0.24966666666666668, "R@100": 0.4925, "Hit@10": 0.257, "Hit@100": 0.501, "n_queries": 1000 } ], "best_direct": { "eta": 1.0, "pool_relevant_recall": 0.6739130434782609, "nDCG@10": 0.15081789033529253, "MRR@10": 0.12145634920634922, "P@10": 0.0267, "R@10": 0.255, "R@100": 0.4965, "Hit@10": 0.262, "Hit@100": 0.506, "n_queries": 1000 }, "best_quota": { "lex_quota": 500, "pool_relevant_recall": 0.6852551984877127, "nDCG@10": 0.15010631936000157, "MRR@10": 0.11999920634920636, "P@10": 0.0267, "R@10": 0.255, "R@100": 0.497, "Hit@10": 0.262, "Hit@100": 0.506, "n_queries": 1000 }, "route_relevant_recall": 0.8081285444234405, "timing_validation_amortized": { "median_prepare_ms": 35.38655850206851, "p95_prepare_ms": 71.39404159970579, "avg_candidate_docs": 92472.19019019019 } }