Description Usage Arguments Value
Optimize a lambda parameter for the traffic volume
1 2 3 | optim_lambda(sensor_data, sensors, roads, validation_plot = TRUE,
lambda_range = seq(0.001, 0.02, length.out = 10),
mc.cores = parallel::detectCores() - 1)
|
sensor_data |
data as returned by get_sensor_measured_values |
sensors |
data as returned by get_sensors |
roads |
as returned by get_opentransportmap_data |
validation_plot |
Plot a validation chart? default is TRUE |
lambda_range |
over which range should lambda be optimized |
mc.cores |
how much cores should be used for parallelization, default is one core less your maximum number of detected cores. |
the lambda which maximizes the correlation between the measured PM values and the trafficvolumne data
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