prediction.output

0th

Percentile

Predictions and predictive accuracy estimates

This function takes predictions and predictive accuracy estimates as input arguments and creates objects of class '>prediction.output.

Usage
prediction.output(pred_mean = numeric(), pred_sd = numeric(),
  residual = numeric(), R2_or_acc = numeric(), mse = numeric(),
  overall_r2_or_acc = numeric(), pred_type = character())
Arguments
pred_mean

Mean predictions across trees.

pred_sd

Standard deviation predictions across trees.

residual

Residuals (predicted outcome - observed outcome).

R2_or_acc

R2 or accuracy (for binomial) across trees

mse

MSE across trees

overall_r2_or_acc

Overall R2 or accuracy (for binomial)

pred_type

Out-of-bag data or test data or learning data.

Value

An object of class "prediction.output()".

See Also

'>prediction.output, mobforest.analysis

Aliases
  • prediction.output
Documentation reproduced from package mobForest, version 1.3.1, License: GPL (>= 2)

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