IModel should provide a Predict() method to get predicted values for an input vector

[gkronber]

This is necessary for the new model analyzer.

To make this feasible, models generated by GP have to internally keep an ITreeEvaluator.

[gkronber]

r2285:

• renamed HL.Modeling.IModel to HL.Modeling.IAnalyzerModel
• added interface HL.Modeling.IPredictor and implementations for StructId and SVM
• these predictors hold all necessary information to predict output values based on inputvalues and are stored into the HL.Modeling database.
• also: removed parameter PunishmentFactor from GP algorithms (this parameter is internal to TreeEvaluators now).

[gkronber]

r2290:

• introduced a variablename to index mapping for SVM models (to make sure we can use the model for prediction in the model analyzer)
• added support to enable and disable algorithms in the dispatcher and removed DispatcherBase
• fixed bugs when calculating variable impacts and reading the final model of GP algorithms

[gkronber]

r2291: deleted DispatcherBase

[mkommend]

added FunctionTree getter in GP.StructureIdentification.Predictor, which is needed in the ModelAnalyzer r2317

[gkronber]

Applied changes in modeling plugins that are necessary for the new model analyzer with r2327:

• predictor has properties for the lower and upper limit of the predicted value
• added views for predictors that show the limits (also added a new view for GeneticProgrammingModel that shows the size and height of the model)
• Reintroduced TreeEvaluatorInjectors that read a PunishmentFactor and calculate the lower and upper limits for estimated values (limits are set in the tree evaluators)
• Added operators to create Predictors. Changed modeling algorithms to use the predictors for the calculation of final model qualities and variable impacts (to be compatible with the new model analyzer the predictors use a very large PunishmentFactor)
• replaced all private implementations of double.IsAlmost and use HL.Commons instead (see #733 r2324)
• Implemented operator SolutionExtractor and moved BestSolutionStorer from HL.Logging to HL.Modeling (fixes #734)

[gkronber]

Replying to gkronber:

Applied changes in modeling plugins that are necessary for the new model analyzer with r2327:

The full changeset is 2326:2328.

[gkronber]

The full changeset is r2326:2328.

[gkronber]

Replying to gkronber: This is a changeset for #728

[mkommend]

added static method in PredictorBuilder to make it useable from the ModelAnalyzer r2332

[swagner]

Milestone Iteration 4 deleted

[swagner]

Milestone Current deleted