shap_values_mtcars: shap value mtcars
In 6chaoran/shapvis: functions for shap values visualization
Description
Usage
Format
Details
Description
shap value matrix of a h2o.GBM model, which takse mpg as label and
the other variables as predictors using mtcars dataset
the code to generate the data is as following:
data(mtcars)
library(h2o)
library(dplyr)
Usage
1
Format
An object of class data.frame with 32 rows and 11 columns.
Details
h2o.init()
hex <- as.h2o(mtcars)
model <- h2o.gbm(setdiff(colnames(mtcars), 'mpg'), mpg',min_rows = 3,
training_frame = hex, nfolds = 3)
shap_values_mtcars <- h2o.predict_contributions(model, hex)
6chaoran/shapvis documentation built on July 29, 2020, 5:31 p.m.
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Description Usage Format Details
Description
shap value matrix of a h2o.GBM model, which takse mpg as label and the other variables as predictors using mtcars dataset the code to generate the data is as following: data(mtcars) library(h2o) library(dplyr)
Usage
1 |
Format
An object of class data.frame with 32 rows and 11 columns.
Details
h2o.init() hex <- as.h2o(mtcars) model <- h2o.gbm(setdiff(colnames(mtcars), 'mpg'), mpg',min_rows = 3, training_frame = hex, nfolds = 3) shap_values_mtcars <- h2o.predict_contributions(model, hex)
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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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