plotPredictedProbs: Plot Predicted Probabilities
In rfPermute: Estimate Permutation p-Values for Random Forest Importance Metrics
View source: R/plotPredictedProbs.R
plotPredictedProbs R Documentation
Plot Predicted Probabilities
Description
Plot histogram of assignment probabilities to predicted class.
This is used for determining if the model differentiates between correctly
and incorrectly classified samples in terms of how strongly they are
classified.
Usage
plotPredictedProbs(x, bins = 30, plot = TRUE)
Arguments
x
a rfPermute or randomForest model object.
bins
number of bins in histogram. Defaults to number of samples / 5.
plot
display the plot?
Value
the ggplot2 object is invisibly returned.
Author(s)
Eric Archer eric.archer@noaa.gov
Examples
library(randomForest)
data(mtcars)
rf <- randomForest(factor(am) ~ ., mtcars)
plotPredictedProbs(rf, bins = 20)
rfPermute documentation built on Aug. 24, 2023, 1:08 a.m.
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View source: R/plotPredictedProbs.R
| plotPredictedProbs | R Documentation |
Plot Predicted Probabilities
Description
Plot histogram of assignment probabilities to predicted class. This is used for determining if the model differentiates between correctly and incorrectly classified samples in terms of how strongly they are classified.
Usage
plotPredictedProbs(x, bins = 30, plot = TRUE)
Arguments
x |
a |
bins |
number of bins in histogram. Defaults to number of samples / 5. |
plot |
display the plot? |
Value
the ggplot2 object is invisibly returned.
Author(s)
Eric Archer eric.archer@noaa.gov
Examples
library(randomForest)
data(mtcars)
rf <- randomForest(factor(am) ~ ., mtcars)
plotPredictedProbs(rf, bins = 20)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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