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IRISLIB database
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IRISLIB database
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Definition of a ML model. More...
Public Attributes | |
| CreatedAt | |
| Timestamp for when the model was created (UTC) More... | |
| DateTimeColumn | |
| What is the datetime column for a timeseries model? More... | |
| DefaultIDColumnFound | |
| Have we found an ID column that would otherwise be trained on by default if we did not exclude it. More... | |
| DefaultParameters | |
| Model parameters. More... | |
| DefaultTrainedModel | |
| Default trained model. More... | |
| DefaultTrainingQuery | |
| Default training query (SQL) More... | |
| Description | |
| Model description. More... | |
| Forward | |
| How far forward are we predicting? Important for validation. More... | |
| ForwardResponse | |
| What is the calculated forward window? (DataRobot Exclusive) More... | |
| Name | |
| Name of the model. More... | |
| PredictingColumnNames | |
| Column Name(s) we're predicting. More... | |
| PredictingColumnTypes | |
| Column Types(s) we're predicting. More... | |
| TimeSeries | |
| Is this a timeseries model? More... | |
| TimeStep | |
| What time step size was returned (DataRobot Exclusive) More... | |
| WithColumnNames | |
| Columns names we're predicting using. More... | |
| WithColumnText | |
| Columns text we're predicting using, text from SQL query or with expression. More... | |
| WithColumnTypes | |
| Columns types we're predicting using. More... | |
Private Member Functions | |
| _.Library.Status | Predict (_.Library.List rowdata, _.Library.Double result, _.Library.RawString contextitem) |
| Predict. | |
| _.Library.Status | Probability (_.Library.List rowdata, _.Library.Double result, _.ML.TrainedModel trainedmodel, _.Library.String expr) |
| Probability. | |
| _.Library.Status | Purge (days) |
| Purge all trained models. | |
| _.Library.Status | Train (_.SQL.StatementResult data, _.Library.String trainedmodelname, _.ML.TrainedModel trainedmodel, _.ML.TrainingRun trainingrun, _.Library.DynamicObject using, _.Library.Boolean notdefault) |
| Train an ML model (synchronously) | |
Static Private Member Functions | |
| _.Library.Status | PredictAll (_.Library.String modelname, _.Library.String trainedmodelname, _.Library.Integer tfn, _.Library.List argspos, _.Library.List predpos, _.Library.List probpos, _.Library.String expr, _.Library.List mtorder, _.Library.List mtunary) |
| Bulk Predict. More... | |
Additional Inherited Members | |
 Public Member Functions inherited from Persistent | |
| _.Library.Status | AcquireLock (_.Library.String locktype) |
| Acquires a lock for the current instance. More... | |
| _.Library.Status | LoadData (_.Library.String id) |
| LoadData() - loads an object from storage. More... | |
| _.Library.Status | OnAfterSave (_.Library.Boolean insert) |
| This callback method is invoked by the <METHOD>Save</METHOD> method to. More... | |
| _.Library.Status | OnBeforeSave (_.Library.Boolean insert) |
| This callback method is invoked by the <METHOD>Save</METHOD> method to. More... | |
| _.Library.Status | OnOpen () |
| This callback method is invoked by the <METHOD>Open</METHOD> method to. More... | |
| _.Library.Status | OnReload () |
| This callback method is invoked by the <METHOD>Reload</METHOD> method to. More... | |
| _.Library.Status | OnRollBack () |
| This callback method is invoked by the <METHOD>Save</METHOD> method to. More... | |
| _.Library.Status | ReleaseLock (_.Library.String locktype) |
| Releases a lock for the current instance. More... | |
| _.Library.Status | SaveData (_.Library.String id) |
| SaveData() - saves an object to disk, checks uniqueness and referential More... | |
| Public Member Functions inherited from SwizzleObject | |
| _.Library.Status | OnJournalObject (_.Library.Integer tranid, _.Library.Integer jrnid, _.Library.String filter) |
| This callback method is invoked by the <METHOD>JournalObject</METHOD> method to. More... | |
| Public Member Functions inherited from RegisteredObject | |
| _.Library.Status | OnAddToSaveSet (_.Library.Integer depth, _.Library.Integer insert, _.Library.Integer callcount) |
| This callback method is invoked when the current object is added to the SaveSet,. More... | |
| _.Library.Status | OnClose () |
| This callback method is invoked by the <METHOD>Close</METHOD> method to. More... | |
| _.Library.Status | OnConstructClone (_.Library.RegisteredObject object, _.Library.Boolean deep, _.Library.String cloned) |
| This callback method is invoked by the <METHOD>ConstructClone</METHOD> method to. More... | |
| _.Library.Status | OnNew () |
| This callback method is invoked by the <METHOD>New</METHOD> method to. More... | |
| _.Library.Status | OnValidateObject () |
| This callback method is invoked by the <METHOD>ValidateObject</METHOD> method to. More... | |
| Static Public Member Functions inherited from Persistent | |
| _.Library.Status | DeleteData (_.Library.String id, _.Library.Integer concurrency) |
| This method is normally generated by the storage class for persistent classes using. More... | |
| _.Library.Status | KillExtentData (_.Library.Boolean killstreams) |
| KillExtentData() - kills extent data in storage. More... | |
| _.Library.Status | OnAfterBuildIndices (_.Library.String indexlist) |
| This callback method is invoked by the <METHOD>BuildIndices</METHOD> method after all work is completed. More... | |
| _.Library.Status | OnAfterDelete (_.Library.ObjectIdentity oid) |
| This callback method is invoked by the <METHOD>Delete</METHOD> method to. More... | |
| _.Library.Status | OnAfterPurgeIndices (_.Library.String indexlist) |
| This callback method is invoked by the <METHOD>PurgeIndices</METHOD> method after all work is completed. More... | |
| _.Library.Status | OnBeforeBuildIndices (_.Library.String indexlist) |
| _.Library.Status | OnBeforePurgeIndices (_.Library.String indexlist) |
| _.Library.Status | OnDelete (_.Library.ObjectIdentity oid) |
| This callback method is invoked by the <METHOD>Delete</METHOD> method to. More... | |
| Static Public Attributes inherited from Persistent | |
| XCOMPACTANCESTRY | |
| XCOMPACTANCESTRY can be set to a string to replace the value of the %CLASSNAME property (x__classname field) More... | |
| DATALOCATIONGLOBAL = None | |
| Global name containing master map data for this class. More... | |
| DEFAULTGLOBAL = None | |
| DSCONDITION = None | |
| DSCONDITION is the expression that will be evaluated before deciding whether certain actions must be taken. More... | |
| DSINTERVAL = None | |
| DSINTERVAL is the number of seconds between one DSTIME value and the next. More... | |
| DSTIME = None | |
| If the DSTIME parameter is set to AUTO then the most recent filing operation in the current DSTIME value. More... | |
| EXTENTQUERYSPEC = None | |
| The EXTENTQUERYSPEC parameter defines the properties to be retrieved in. More... | |
| EXTENTSIZE = None | |
| The EXTENTSIZE parameter is used to inform the SQL Query Optimizer More... | |
| GUIDENABLED = None | |
| If this parameter is set to 1 then a GUID will be assigned (to the GUID property) to each new object. More... | |
| IDENTIFIEDBY = None | |
| The IDENTIFIEDBY parameter can optionally be set to the name. More... | |
| MANAGEDEXTENT = None | |
| The MANAGEDEXTENT parameter can be set to 0 (zero) to cause the Extent Manager. More... | |
| READONLY = None | |
| READONLY = 1 means that objects can be created, opened but not saved or deleted. More... | |
| ROWLEVELSECURITY = None | |
| ROWLEVELSECURITY = 1 | <property> means that row level security is active and the list More... | |
| SQLPREVENTFULLSCAN = None | |
| SQLPREVENTFULLSCAN = 1 means an attempt to prepare a query that will result in a full scan More... | |
| STORAGEDEFAULT = None | |
| STORAGEDEFAULT defines the default storage allocation to use for properties in this class. More... | |
| USEEXTENTSET = None | |
| VERSIONCLIENTNAME = None | |
| VERSIONCLIENTNAME can be set to a valid CLIENTNAME (see property CLIENTNAME) value. More... | |
| VERSIONPROPERTY = None | |
| VERSIONPROPERTY = <property> means that the <property> in memory will be compared to. More... | |
| Static Public Attributes inherited from SwizzleObject | |
| DEFAULTCONCURRENCY = None | |
| DEFAULTCONCURRENCY is the default value for the concurrency formal argument. More... | |
| JOURNALSTREAM = None | |
| If OBJJOURNAL is true then the value of the JOURNALSTREAM parameter defines whether or not. More... | |
| OBJJOURNAL = None | |
| if OBJJOURNAL is TRUE then inserts, updates and deletes will be logged in ^OBJ.JournalT More... | |
| Static Public Attributes inherited from RegisteredObject | |
| CAPTION = None | |
| Optional name used by the Form Wizard for a class when generating forms. More... | |
| JAVATYPE = None | |
| The Java type to be used when exported. | |
| PROPERTYVALIDATION = None | |
| This parameter controls the default validation behavior for the object. More... | |
Definition of a ML model.
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staticprivate |
Bulk Predict.
arguments: modelname - model name trainedmodelname - name of ML.TrainedModel, might be different from the DefaultTrainedModel tfn - tempfile index argspos - Positions of the WithColumns in the temp rows, $list(column-positions) predpos - Position of the predicted value, $list(result-column-positions) probpos - Position of the probability value, $list(result-column-positions) expr - expression for probability returns: $$$OK on success, otherwise a $$$ERROR(...)
| CreatedAt |
Timestamp for when the model was created (UTC)
| DateTimeColumn |
What is the datetime column for a timeseries model?
| DefaultIDColumnFound |
Have we found an ID column that would otherwise be trained on by default if we did not exclude it.
| DefaultParameters |
Model parameters.
| DefaultTrainedModel |
Default trained model.
| DefaultTrainingQuery |
Default training query (SQL)
| Description |
Model description.
| Forward |
How far forward are we predicting? Important for validation.
| ForwardResponse |
What is the calculated forward window? (DataRobot Exclusive)
| Name |
Name of the model.
| PredictingColumnNames |
Column Name(s) we're predicting.
| PredictingColumnTypes |
Column Types(s) we're predicting.
| TimeSeries |
Is this a timeseries model?
| TimeStep |
What time step size was returned (DataRobot Exclusive)
| WithColumnNames |
Columns names we're predicting using.
| WithColumnText |
Columns text we're predicting using, text from SQL query or with expression.
| WithColumnTypes |
Columns types we're predicting using.
1.9.1