CCI (version 0.3.6)

wrapper_svm: SVM wrapper for CCI

Description

SVM wrapper for CCI

Usage

wrapper_svm(
  formula,
  data,
  train_indices,
  test_indices,
  metric,
  metricfunc = NULL,
  eps = 1e-15,
  ...
)

Value

Performance metric (RMSE for continuous, Kappa for classification)

Arguments

formula

Model formula

data

Data frame

train_indices

Indices for training data

test_indices

Indices for testing data

metric

Type of metric ("RMSE", "Kappa" or "Log Loss")

metricfunc

Optional user-defined function to calculate a custom performance metric.

eps

Small value to avoid log(0) in LogLoss calculations. Default is 1e-15.

...

Additional arguments passed to e1071::svm