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Add Confusion Matrix to Experience plan

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Paul-Corbalan 2022-04-13 09:15:34 +02:00
parent 320c78084c
commit 932c8e7876
1 changed files with 5 additions and 6 deletions
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Comparaison_of_methods.rmd
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@ -10,6 +10,7 @@ output: pdf_document
library("localScore") library("localScore")
library("latex2exp") library("latex2exp")
library("Rcpp") library("Rcpp")
library("caret")
``` ```
## 1. Proposition for simulations under $\mathcal{H}_1$ ## 1. Proposition for simulations under $\mathcal{H}_1$
@ -345,6 +346,8 @@ for (lambda0 in (2:5)){
print(summary(LS_H0)) print(summary(LS_H0))
cat("Scan Statistics:\n") cat("Scan Statistics:\n")
print(summary(SS_H0)) print(summary(SS_H0))
cat("Confusion Matrix:\n")
print(confusionMatrix(factor(LS_H0$class), factor(SS_H0$class)))
cat("- Elisa version:\n") cat("- Elisa version:\n")
Score = ScoreDistribElisa(lambda0, lambda1, T) Score = ScoreDistribElisa(lambda0, lambda1, T)
@ -360,14 +363,10 @@ for (lambda0 in (2:5)){
print(summary(LS_H0)) print(summary(LS_H0))
cat("Scan Statistics:\n") cat("Scan Statistics:\n")
print(summary(SS_H0)) print(summary(SS_H0))
cat("Confusion Matrix:\n")
print(confusionMatrix(factor(LS_H0$class), factor(SS_H0$class)))
cat("---\n") cat("---\n")
} }
} }
} }
``` ```
Test `confusionMatrix`
```{r}
library(caret)
confusionMatrix(factor(LS_H0$class), factor(SS_H0$class))
```