PredictNew: Predict response of new instance using local expert ensemble...

In nnormandin/localexpeRt: Binary Local Expert Regression

Description

Takes a new instance feature vector, a local expert model list object, a stacking regression model, and the y-values associated with the binary columns matrix to generate a prediction and plot.

Usage

PredictNew(x, model.list, stack.model, y.vals, plot = FALSE,
  verbose = FALSE, df = 10, cred, ...)

Arguments

x	Attribute vector of new instance to be predicted
model.list	Model list object from TrainLEs function
stack.model	Regression model trained on LE output
y.vals	Y-values from BinCols function
plot	Display plot of LE predictions and stack estimate
verbose	Determines whether prediction information is printed
df	Degrees of freedom to pass spline if plotting
cred	Credibility interval for HDI in plot
...	Additional arguments to pass to the FitInstance function

Value

Returns a list containing the stack prediction y-value, local expert predictions, and associated y-values.

nnormandin/localexpeRt documentation built on May 23, 2019, 9:29 p.m.