specparam.data.FitResults

class specparam.data.FitResults(aperiodic_fit, aperiodic_converted, peak_fit, peak_converted, metrics)[source]

Model results from parameterizing a power spectrum.

Parameters:
aperiodic_fit1d array

Parameters that define the aperiodic fit.

aperiodic_fit1d array

Parameters for the aperiodic fit after any applied conversions.

peak_fit2d array

Parameters that define the peak(s) that make up the periodic fit.

peak_converted2d array

Parameters for the periodic fit after any applied conversions.

metricsdict

Metrics results.

Notes

This object is a data object, based on a NamedTuple, with immutable data attributes.

Examples using specparam.data.FitResults

Developmental Data Demo

Developmental Data Demo

02: Fitting Power Spectrum Models

02: Fitting Power Spectrum Models

08: Fitting Groups of Spectra

08: Fitting Groups of Spectra

10: Tuning & Troubleshooting

10: Tuning & Troubleshooting