brierScore: Brier Score
In dalpozz/warping: Probability warping and calibration with undersampling
Description
Usage
Arguments
Value
Examples
Description
Function used to compute Brier Score, a measure of probability calibration.
Usage
1
brierScore(phat, truth, positive = 1)
Arguments
phat
probability of a instance to belogn to the class positive
truth
class of the instance
positive
value of the positive (minority) class
Value
Brier Score statistics
Examples
1
2
3
truth <- c(1,1,1,0,0,0,1,0,1,0)
phat <- c(0.9,0.8,0.4,0.5,0.3,0.2,0.8,0.3,0.8,0.3)
brierScore(phat, truth, 1)
dalpozz/warping documentation built on May 14, 2019, 3:32 p.m.
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Description Usage Arguments Value Examples
Description
Function used to compute Brier Score, a measure of probability calibration.
Usage
1 | brierScore(phat, truth, positive = 1)
|
Arguments
phat |
probability of a instance to belogn to the class positive |
truth |
class of the instance |
positive |
value of the positive (minority) class |
Value
Brier Score statistics
Examples
1 2 3 | truth <- c(1,1,1,0,0,0,1,0,1,0)
phat <- c(0.9,0.8,0.4,0.5,0.3,0.2,0.8,0.3,0.8,0.3)
brierScore(phat, truth, 1)
|
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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