CellTriage / outputs /reports /protocol_shift_summary.csv
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CellTriage QC operator console - inference only, CPU-bound classical ML
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scheme,feature_set,metric,mean,std,ci_low,ci_high,n_folds
cell_grouped,all,rmse_log10,0.06404248387608064,0.0240682035719767,0.0542114359397937,0.0746535301199211,20
cell_grouped,all,mape_raw,10.446179009618138,3.1842095306102207,9.135800213573955,11.844469883432287,20
cell_grouped,all,spearman,0.9349811668974113,0.03515304567389933,0.919188193899572,0.9491704673086642,20
cell_grouped,all,coverage,0.9073333333333334,0.06415305164283082,0.8791666666666668,0.9336666666666668,20
cell_grouped,all,interval_width,0.19751460527161516,0.07101062437321844,0.16975957499835848,0.23063019584397365,20
cell_grouped,all,escape_rate,0.06938589167110838,0.06528398408794112,0.043634127917361286,0.09868381939482945,20
cell_grouped,all,overkill_rate,0.03491875663895788,0.05021051789074288,0.014663258943928463,0.05763116726110146,20
cell_grouped,all,yield,0.6832500000000001,0.08374542843418815,0.6474166666666666,0.7189166666666666,20
cell_grouped,all,cost_per_cell,6.879333333333333,1.3035783410397972,6.331333333333332,7.451333333333333,20
cell_grouped,no_recipe,rmse_log10,0.0648628870285561,0.024490262555679418,0.054788763032081036,0.07566620254916959,20
cell_grouped,no_recipe,mape_raw,10.524772428262652,3.139125189030957,9.248498238181853,11.904155698941503,20
cell_grouped,no_recipe,spearman,0.9380825387474211,0.03760462344459681,0.9210804008282798,0.9527938967015578,20
cell_grouped,no_recipe,coverage,0.9191666666666667,0.053024048389408544,0.8949166666666667,0.9413333333333334,20
cell_grouped,no_recipe,interval_width,0.20194888564268484,0.07214952462759153,0.17442497522641,0.23591795379628874,20
cell_grouped,no_recipe,escape_rate,0.0634877824274109,0.05513044322056473,0.040578763852032046,0.08787203904841288,20
cell_grouped,no_recipe,overkill_rate,0.03237440556519504,0.05146358200292473,0.011513157894736841,0.05611645299145299,20
cell_grouped,no_recipe,yield,0.6831666666666667,0.08521884452389802,0.64675,0.7191666666666666,20
cell_grouped,no_recipe,cost_per_cell,6.4556666666666676,1.185333915497262,5.967666666666667,6.984333333333332,20
batch_holdout,all,rmse_log10,0.12326138486560122,0.0,,,1
batch_holdout,all,mape_raw,18.77356648786142,0.0,,,1
batch_holdout,all,spearman,0.7900365922750353,0.0,,,1
batch_holdout,all,coverage,0.425,0.0,,,1
batch_holdout,all,interval_width,0.13519903071464512,0.0,,,1
batch_holdout,all,escape_rate,0.0,0.0,,,1
batch_holdout,all,overkill_rate,0.1794871794871795,0.0,,,1
batch_holdout,all,yield,0.95,0.0,,,1
batch_holdout,all,cost_per_cell,7.2,0.0,,,1
batch_holdout,no_recipe,rmse_log10,0.06811132256625076,0.0,,,1
batch_holdout,no_recipe,mape_raw,10.767600682133597,0.0,,,1
batch_holdout,no_recipe,spearman,0.8368514906891481,0.0,,,1
batch_holdout,no_recipe,coverage,0.775,0.0,,,1
batch_holdout,no_recipe,interval_width,0.14462684934505443,0.0,,,1
batch_holdout,no_recipe,escape_rate,0.0,0.0,,,1
batch_holdout,no_recipe,overkill_rate,0.05128205128205128,0.0,,,1
batch_holdout,no_recipe,yield,0.975,0.0,,,1
batch_holdout,no_recipe,cost_per_cell,6.5,0.0,,,1
recipe_holdout,all,rmse_log10,0.07395387395072286,0.031217005455373724,0.04934504203216107,0.09856270586928464,5
recipe_holdout,all,mape_raw,11.87219217992095,3.9723299409992205,8.842233542874332,14.969913096499088,5
recipe_holdout,all,spearman,0.8848774019267702,0.06494687276848216,0.832803705597402,0.9339751423674851,5
recipe_holdout,all,coverage,0.885,0.08039831396794891,0.8256666666666665,0.9506666666666668,5
recipe_holdout,all,interval_width,0.21696337299856908,0.08202589071168075,0.1568063157052258,0.2827756254760219,5
recipe_holdout,all,escape_rate,0.061764705882352944,0.08198446979274326,0.01,0.13176470588235295,5
recipe_holdout,all,overkill_rate,0.07333333333333333,0.10110500592068734,0.0,0.15333333333333332,5
recipe_holdout,all,yield,0.6916666666666667,0.10799948559548277,0.6100000000000001,0.7769999999999999,5
recipe_holdout,all,cost_per_cell,6.413333333333332,1.0725359356838973,5.64,7.226666666666667,5
recipe_holdout,no_recipe,rmse_log10,0.07327146577800972,0.029842449687963745,0.050194659644578456,0.09634827191144098,5
recipe_holdout,no_recipe,mape_raw,11.825175274417715,3.782961609557271,9.160046684961198,15.147148403584293,5
recipe_holdout,no_recipe,spearman,0.8873687299822297,0.053039447491925795,0.8463178795152503,0.9265478368316616,5
recipe_holdout,no_recipe,coverage,0.8693333333333333,0.07840068026915752,0.82,0.9359999999999999,5
recipe_holdout,no_recipe,interval_width,0.22302341300709508,0.07948021714946397,0.16068395958034448,0.2853628664338457,5
recipe_holdout,no_recipe,escape_rate,0.07015037593984962,0.0762127531408501,0.01,0.12729323308270676,5
recipe_holdout,no_recipe,overkill_rate,0.06428571428571428,0.10832679205787929,0.0,0.16428571428571428,5
recipe_holdout,no_recipe,yield,0.6913333333333334,0.13286584712909985,0.5806666666666668,0.7893333333333334,5
recipe_holdout,no_recipe,cost_per_cell,6.637333333333333,1.117920688898218,5.7333333333333325,7.459999999999999,5