R MLR package - Saving performance for each parameter
I am using the mlr package in R to run the KNN algorithm. I am using tuneParams to search for the optimal k. When I run tuneParams the output shows the performance for each value of k. How can I save the performance for each k? The TuneResult object only has the optimal performance. I would like to use this to create a graph with the performance as a function of k.
r machine-learning mlr
asked Nov 26 '18 at 1:48
mathnerdmathnerd
4
add a comment |
I am using the mlr package in R to run the KNN algorithm. I am using tuneParams to search for the optimal k. When I run tuneParams the output shows the performance for each value of k. How can I save the performance for each k? The TuneResult object only has the optimal performance. I would like to use this to create a graph with the performance as a function of k.
r machine-learning mlr
asked Nov 26 '18 at 1:48
mathnerdmathnerd
4
1
What have you tried to achieve this? Please include your code.
– Ishaan Javali
Nov 26 '18 at 1:56
I've tried using thesinkfunction to save the output (which didn't work), but I was wondering ifmlrstores it somewhere and I can access it.
– mathnerd
Nov 26 '18 at 2:00
Can you provide the code you're using please?
– Lars Kotthoff
Nov 26 '18 at 3:07
I figured it out, you can useTuneResult$opt.path$env$path
– mathnerd
Nov 26 '18 at 3:11
add a comment |
I am using the mlr package in R to run the KNN algorithm. I am using tuneParams to search for the optimal k. When I run tuneParams the output shows the performance for each value of k. How can I save the performance for each k? The TuneResult object only has the optimal performance. I would like to use this to create a graph with the performance as a function of k.
r machine-learning mlr
asked Nov 26 '18 at 1:48
mathnerdmathnerd
4
I am using the mlr package in R to run the KNN algorithm. I am using tuneParams to search for the optimal k. When I run tuneParams the output shows the performance for each value of k. How can I save the performance for each k? The TuneResult object only has the optimal performance. I would like to use this to create a graph with the performance as a function of k.
r machine-learning mlr
r machine-learning mlr
asked Nov 26 '18 at 1:48
mathnerdmathnerd
4
asked Nov 26 '18 at 1:48
mathnerdmathnerd
4
asked Nov 26 '18 at 1:48
mathnerdmathnerd
4
asked Nov 26 '18 at 1:48
mathnerdmathnerd
4
asked Nov 26 '18 at 1:48
mathnerdmathnerd
4
4
1
What have you tried to achieve this? Please include your code.
– Ishaan Javali
Nov 26 '18 at 1:56
I've tried using thesinkfunction to save the output (which didn't work), but I was wondering ifmlrstores it somewhere and I can access it.
– mathnerd
Nov 26 '18 at 2:00
Can you provide the code you're using please?
– Lars Kotthoff
Nov 26 '18 at 3:07
I figured it out, you can useTuneResult$opt.path$env$path
– mathnerd
Nov 26 '18 at 3:11
add a comment |
1
What have you tried to achieve this? Please include your code.
– Ishaan Javali
Nov 26 '18 at 1:56
I've tried using thesinkfunction to save the output (which didn't work), but I was wondering ifmlrstores it somewhere and I can access it.
– mathnerd
Nov 26 '18 at 2:00
Can you provide the code you're using please?
– Lars Kotthoff
Nov 26 '18 at 3:07
I figured it out, you can useTuneResult$opt.path$env$path
– mathnerd
Nov 26 '18 at 3:11
1
1
What have you tried to achieve this? Please include your code.
– Ishaan Javali
Nov 26 '18 at 1:56
What have you tried to achieve this? Please include your code.
– Ishaan Javali
Nov 26 '18 at 1:56
I've tried using the
sink function to save the output (which didn't work), but I was wondering if mlr stores it somewhere and I can access it.– mathnerd
Nov 26 '18 at 2:00
I've tried using the
sink function to save the output (which didn't work), but I was wondering if mlr stores it somewhere and I can access it.– mathnerd
Nov 26 '18 at 2:00
Can you provide the code you're using please?
– Lars Kotthoff
Nov 26 '18 at 3:07
Can you provide the code you're using please?
– Lars Kotthoff
Nov 26 '18 at 3:07
I figured it out, you can use
TuneResult$opt.path$env$path– mathnerd
Nov 26 '18 at 3:11
I figured it out, you can use
TuneResult$opt.path$env$path– mathnerd
Nov 26 '18 at 3:11
add a comment |
1 Answer
1
active
oldest
votes
To complete the answer you found yourself:
The best way to access all the settings that have been tried out:
as.data.frame(TuneResult$opt.path)
answered Nov 26 '18 at 9:35
jakob-rjakob-r
2,39711838
add a comment |
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1 Answer
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1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
To complete the answer you found yourself:
The best way to access all the settings that have been tried out:
as.data.frame(TuneResult$opt.path)
answered Nov 26 '18 at 9:35
jakob-rjakob-r
2,39711838
add a comment |
To complete the answer you found yourself:
The best way to access all the settings that have been tried out:
as.data.frame(TuneResult$opt.path)
answered Nov 26 '18 at 9:35
jakob-rjakob-r
2,39711838
add a comment |
To complete the answer you found yourself:
The best way to access all the settings that have been tried out:
as.data.frame(TuneResult$opt.path)
answered Nov 26 '18 at 9:35
jakob-rjakob-r
2,39711838
To complete the answer you found yourself:
The best way to access all the settings that have been tried out:
as.data.frame(TuneResult$opt.path)
answered Nov 26 '18 at 9:35
jakob-rjakob-r
2,39711838
answered Nov 26 '18 at 9:35
jakob-rjakob-r
2,39711838
answered Nov 26 '18 at 9:35
jakob-rjakob-r
2,39711838
answered Nov 26 '18 at 9:35
jakob-rjakob-r
2,39711838
2,39711838
add a comment |
add a comment |
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1
What have you tried to achieve this? Please include your code.
– Ishaan Javali
Nov 26 '18 at 1:56
I've tried using the
sinkfunction to save the output (which didn't work), but I was wondering ifmlrstores it somewhere and I can access it.– mathnerd
Nov 26 '18 at 2:00
Can you provide the code you're using please?
– Lars Kotthoff
Nov 26 '18 at 3:07
I figured it out, you can use
TuneResult$opt.path$env$path– mathnerd
Nov 26 '18 at 3:11