Inheritance diagram for MGT::ParamScanApp::ParamScanApp:
Public Member Functions | |
| def | doWork |
| def | getOptFileName |
| def | gather |
Static Public Attributes | |
| tuple | batchDepModes = ("scatter",) |
| Derived classes should set this to a list of opt.mode values that can result in submision of new batch jobs. | |
Detailed Description
Class that runs cross-validation for different combinations of classifier's hyper-parameters.
Member Function Documentation
| def MGT::ParamScanApp::ParamScanApp::doWork | ( | self, | |
| kw | |||
| ) |
Do the actual work. Must be redefined in the derived classes. Should not be called directly by the user except from doWork() in a derived class. Should work with empty keyword dict, using only self.opt. If doing batch submision of other App instances, must return a list of sink (final) BatchJob objects.
Reimplemented from MGT::App::App.
| def MGT::ParamScanApp::ParamScanApp::gather | ( | self, | |
| kw | |||
| ) |
Collect results from cross-validation jobs and save performance metrics in a single PerfMetricsSet
| def MGT::ParamScanApp::ParamScanApp::getOptFileName | ( | self ) |
Return stable file name for options dump. This file can be updated as computation progresses. It can hold file names for final result files etc.
Member Data Documentation
tuple MGT::ParamScanApp::ParamScanApp::batchDepModes = ("scatter",) [static] |
Derived classes should set this to a list of opt.mode values that can result in submision of new batch jobs.
Reimplemented from MGT::App::App.
The documentation for this class was generated from the following file:
- mgtaxa/MGT/ParamScanApp.py
