/AWS1/CL_FCSERRORMETRIC¶
Provides detailed error metrics to evaluate the performance of a predictor. This object is part of the Metrics object.
CONSTRUCTOR¶
IMPORTING¶
Optional arguments:¶
iv_forecasttype TYPE /AWS1/FCSFORECASTTYPE /AWS1/FCSFORECASTTYPE¶
The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.
iv_wape TYPE /AWS1/RT_DOUBLE_AS_STRING /AWS1/RT_DOUBLE_AS_STRING¶
The weighted absolute percentage error (WAPE).
iv_rmse TYPE /AWS1/RT_DOUBLE_AS_STRING /AWS1/RT_DOUBLE_AS_STRING¶
The root-mean-square error (RMSE).
iv_mase TYPE /AWS1/RT_DOUBLE_AS_STRING /AWS1/RT_DOUBLE_AS_STRING¶
The Mean Absolute Scaled Error (MASE)
iv_mape TYPE /AWS1/RT_DOUBLE_AS_STRING /AWS1/RT_DOUBLE_AS_STRING¶
The Mean Absolute Percentage Error (MAPE)
Queryable Attributes¶
ForecastType¶
The Forecast type used to compute WAPE, MAPE, MASE, and RMSE.
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_FORECASTTYPE() |
Getter for FORECASTTYPE, with configurable default |
ASK_FORECASTTYPE() |
Getter for FORECASTTYPE w/ exceptions if field has no value |
HAS_FORECASTTYPE() |
Determine if FORECASTTYPE has a value |
WAPE¶
The weighted absolute percentage error (WAPE).
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_WAPE() |
Getter for WAPE, with configurable default |
ASK_WAPE() |
Getter for WAPE w/ exceptions if field has no value |
STR_WAPE() |
String format for WAPE, with configurable default |
HAS_WAPE() |
Determine if WAPE has a value |
RMSE¶
The root-mean-square error (RMSE).
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_RMSE() |
Getter for RMSE, with configurable default |
ASK_RMSE() |
Getter for RMSE w/ exceptions if field has no value |
STR_RMSE() |
String format for RMSE, with configurable default |
HAS_RMSE() |
Determine if RMSE has a value |
MASE¶
The Mean Absolute Scaled Error (MASE)
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_MASE() |
Getter for MASE, with configurable default |
ASK_MASE() |
Getter for MASE w/ exceptions if field has no value |
STR_MASE() |
String format for MASE, with configurable default |
HAS_MASE() |
Determine if MASE has a value |
MAPE¶
The Mean Absolute Percentage Error (MAPE)
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_MAPE() |
Getter for MAPE, with configurable default |
ASK_MAPE() |
Getter for MAPE w/ exceptions if field has no value |
STR_MAPE() |
String format for MAPE, with configurable default |
HAS_MAPE() |
Determine if MAPE has a value |
Public Local Types In This Class¶
Internal table types, representing arrays and maps of this class, are defined as local types:
TT_ERRORMETRICS¶
TYPES TT_ERRORMETRICS TYPE STANDARD TABLE OF REF TO /AWS1/CL_FCSERRORMETRIC WITH DEFAULT KEY
.