spore234 - 23 days ago 9

R Question

I have a data set like this:

`df <- data.frame(situation1=rnorm(30),`

situation2=rnorm(30),

situation3=rnorm(30),

models=c(rep("A",10), rep("B",10), rep("C", 10)))

where I compare three models (A,B,C) in three situations. I have 10 measurements for each model.

I now want to summarise this into ranks, i.e. how often each models wins in each situtation. Win is defined by the highest value.

A final output could be something like this:

`model situation1 situtation2 situtation3`

A 4 3 3

B 7 1 2

C 1 4 5

Answer

In `base R`

:

```
table(df$models,colnames(df[-4])[max.col(df[-4])])
# situation1 situation2 situation3
# A 2 4 4
# B 4 5 1
# C 2 4 4
```

Results may change from your OP, since you didn't set a `seed`

.