examples/results/sciplex/summary.csv

method,metric,mean,ci_low,ci_high,molecules
absolute,endpoint_loss,2.0506369147128884,1.299694541489702,2.8015792879360744,2
finite-minimax,endpoint_loss,2.1558673254673497,1.4181139418208555,2.8936207091138444,2
gibbs,endpoint_loss,2.187988731256093,1.4169702665748156,2.9590071959373705,2
marginal,endpoint_loss,2.1879887312561004,1.4169702665748298,2.959007195937371,2
mean,endpoint_loss,2.187988731256093,1.4169702665748156,2.9590071959373705,2
remedi,endpoint_loss,1.9760019760611183,1.2922814271479535,2.659722524974283,2
thompson,endpoint_loss,2.1534307094204044,1.419318613668509,2.8875428051722993,2
uniform,endpoint_loss,1.8078727866796274,1.2284535035424549,2.3872920698168,2
absolute,regret,0.6416668493592733,0.29733135447870235,0.9860023442398442,2
finite-minimax,regret,0.7468972601137353,0.41575075480985574,1.0780437654176147,2
gibbs,regret,0.7790186659024781,0.41460707956381565,1.1434302522411406,2
marginal,regret,0.7790186659024854,0.41460707956382986,1.1434302522411408,2
mean,regret,0.7790186659024781,0.41460707956381565,1.1434302522411406,2
remedi,regret,0.5670319107075035,0.2899182401369536,0.8441455812780534,2
thompson,regret,0.7444606440667891,0.416955426657509,1.0719658614760692,2
uniform,regret,0.39890272132601257,0.226090316531455,0.5717151261205702,2
absolute,success,0.07071498094718677,0.0,0.14142996189437354,2
finite-minimax,success,0.0,0.0,0.0,2
gibbs,success,1.0643428675578962e-22,0.0,2.1286857351157924e-22,2
marginal,success,7.410573264316291e-15,0.0,1.4821146528632583e-14,2
mean,success,0.0,0.0,0.0,2
remedi,success,0.07956614567229903,0.0,0.15913229134459805,2
thompson,success,0.0,0.0,0.0,2
uniform,success,0.125,0.0,0.25,2
absolute,best_of_10,1.695518338808272,1.0127283640000955,2.3783083136164485,2
finite-minimax,best_of_10,1.927395358209671,1.4169702665748156,2.4378204498445264,2
gibbs,best_of_10,2.187988731256093,1.4169702665748156,2.95900719593737,2
marginal,best_of_10,2.187988731256093,1.4169702665748156,2.95900719593737,2
mean,best_of_10,2.187988731256093,1.4169702665748156,2.95900719593737,2
remedi,best_of_10,1.4545820381035623,1.0044362224088192,1.9047278537983057,2
thompson,best_of_10,1.914305768676479,1.4169702665748156,2.4116412707781425,2
uniform,best_of_10,1.4100065830525244,1.0044362224088192,1.8155769436962295,2
absolute,dose_regret,0.6416668493592732,0.29733135447870235,0.9860023442398441,2
finite-minimax,dose_regret,0.7468972601137351,0.4157507548098556,1.0780437654176147,2
gibbs,dose_regret,0.7790186659024781,0.41460707956381565,1.1434302522411406,2
marginal,dose_regret,0.7790186659024781,0.41460707956381565,1.1434302522411406,2
mean,dose_regret,0.7790186659024781,0.41460707956381565,1.1434302522411406,2
remedi,dose_regret,0.5670319107075035,0.28991824013695344,0.8441455812780534,2
thompson,dose_regret,0.7444606440667891,0.41695542665750907,1.0719658614760692,2
uniform,dose_regret,0.3989027213260127,0.22609031653145503,0.5717151261205703,2
absolute,entropy,0.2904403234950748,0.2830631287963359,0.29781751819381375,2
finite-minimax,entropy,0.1444134595111522,0.0681312354743817,0.2206956835479227,2
gibbs,entropy,6.238194669414231e-21,2.001505720712517e-21,1.0474883618115945e-20,2
marginal,entropy,2.320560818131006e-13,2.439759601499325e-15,4.616724040247019e-13,2
mean,entropy,0.0,0.0,0.0,2
remedi,entropy,0.5601773014858606,0.5583195186497901,0.562035084321931,2
thompson,entropy,0.17534374402984448,0.11689582935322965,0.2337916587064593,2
uniform,entropy,0.6931471805599453,0.6931471805599453,0.6931471805599453,2
absolute,unique_molecules_10,1.0,1.0,1.0,2
finite-minimax,unique_molecules_10,1.0,1.0,1.0,2
gibbs,unique_molecules_10,1.0,1.0,1.0,2
marginal,unique_molecules_10,1.0,1.0,1.0,2
mean,unique_molecules_10,1.0,1.0,1.0,2
remedi,unique_molecules_10,1.0,1.0,1.0,2
thompson,unique_molecules_10,1.0,1.0,1.0,2
uniform,unique_molecules_10,1.0,1.0,1.0,2