Doctorado-ML/benchmark
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Reformat benchmark.r

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Ricardo Montañana Gómez
2021-09-28 12:31:48 +02:00
parent 9adac5d1fd
commit 8b188aba1f
1 changed files with 7 additions and 7 deletions
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src/benchmark.r
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@@ -8,19 +8,19 @@ destination <- "exreport/"
results <- read.csv(csv_file) results <- read.csv(csv_file)
library(exreport) library(exreport)
experiment <- expCreate(results, method="classifier", problem="dataset", name="Stree") experiment <- expCreate(results, method="classifier", problem="dataset", name="Stree")
testAccuracy <- testMultipleControl(experiment, args[1], "max") testScore <- testMultipleControl(experiment, args[1], "max")
summary(testAccuracy) summary(testScore)
table1 <- tabularTestSummary(testAccuracy, columns = c("pvalue", "rank", "wtl")) table1 <- tabularTestSummary(testScore, columns = c("pvalue", "rank", "wtl"))
table1 table1
plot1 <- plotExpSummary(experiment, args[1], columns = 3) plot1 <- plotExpSummary(experiment, args[1], columns = 3)
plot2 <- plotCumulativeRank(testAccuracy) plot2 <- plotCumulativeRank(testScore)
plot3 <- plotRankDistribution(testAccuracy) plot3 <- plotRankDistribution(testScore)
report <- exreport("Stree Report") report <- exreport("Stree Report")
# Add the experiment object for reference: # Add the experiment object for reference:
report <- exreportAdd(report, experiment) report <- exreportAdd(report, experiment)
# Now add the test: # Now add the test:
report <- exreportAdd(report, testAccuracy) report <- exreportAdd(report, testScore)
# Finally you can add the different tables and plots. # Finally you can add the different tables and plots.
report <- exreportAdd(report, list(plot1, plot2, table1, plot3)) report <- exreportAdd(report, list(plot1, plot2, table1, plot3))
# At this point we would like to include an additional item in our report. We need a detailed table of our experiment, # At this point we would like to include an additional item in our report. We need a detailed table of our experiment,