API Reference
fastlowess / Diagnostics
Interface: Diagnostics
Section titled “Interface: Diagnostics”Defined in: index.d.ts:107
Diagnostic statistics for the LOWESS fit.
Properties
Section titled “Properties”
optionalaic?:number
Defined in: index.d.ts:115
Akaike Information Criterion (if computed).
optionalaicc?:number
Defined in: index.d.ts:117
Corrected AIC (if computed).
effective_df?
Section titled “effective_df?”
optionaleffective_df?:number
Defined in: index.d.ts:119
Effective degrees of freedom (if computed).
mae:
number
Defined in: index.d.ts:111
Mean Absolute Error.
r_squared
Section titled “r_squared”r_squared:
number
Defined in: index.d.ts:113
R-squared (coefficient of determination).
residual_sd
Section titled “residual_sd”residual_sd:
number
Defined in: index.d.ts:121
Batch: robust residual scale estimate (1.4826 * MAD); Streaming: cumulative sample SD of emitted residuals.
rmse:
number
Defined in: index.d.ts:109
Root Mean Squared Error.