PyAutoForecast
Public Member Functions | Public Attributes | List of all members
PyAutoForecast.SignalDecomposition.SignalDecomposition.cSignalDecompositionOneTransform Class Reference

Public Member Functions

def __init__ (self)
 
def plotSignal (self)
 
def plotForecast (self)
 
def computeForecast (self, nextTime)
 
def serialize (self)
 
def setParams (self, iInputDS, iTime, iSignal, iHorizon, iTransformation)
 
def collectPerformanceIndices (self)
 
def plotModel (self, df)
 
def reviewBestModel (self)
 
def forecastModelOneStepAhead (self, df)
 
def forecastModel (self, df, iHorizon)
 
def train (self, iInputDS, iTime, iSignal, iHorizon, iTransformation)
 

Public Attributes

 mSignalFrame
 
 mTime
 
 mSignal
 
 mTimeInfo
 
 mTrendEstimator
 
 mCycleEstimator
 
 mAREstimator
 
 mForecastFrame
 
 mTransformation
 
 mOriginalSignal
 
 mHorizon
 
 mFitPerf
 
 mForecastPerf
 
 mTestPerf
 
 mBestModelFrame
 
 mBestModelTrend
 
 mBestModelCycle
 
 mBestModelAR
 
 mBestModelFitPerf
 
 mBestModelForecastPerf
 
 mBestModelFrames
 
 mPerfDetails
 
 mBestModelName
 

The documentation for this class was generated from the following file: