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Description
System information
- OS version/distro Windows 10:
- .NET Version 2.1.300-rc1-008673:
Issue
- What did you do?
I replaceFastTreeRegressor
withOrdinaryLeastSquaresRegressor
in sample Regression_TaxiFarePrediction https://github.com/dotnet/machinelearning-samples/blob/master/samples/getting-started/Regression_TaxiFarePrediction/Program.cs#L65 - What happened?
error msg:
=============== Training model ===============
Automatically adding a MinMax normalization transform, use 'norm=Warn' or 'norm=No' to turn this behavior off.
Bad value at line 1 in column PassengerCount
Bad value at line 1 in column TripDistance
Processed 100001 rows with 2 bad values and 0 format errors
Bad value at line 1 in column PassengerCount
Bad value at line 1 in column TripDistance
Bad value at line 1 in column FareAmount
Processed 100001 rows with 3 bad values and 0 format errors
Trainer solving for 19 parameters across 100000 examples
Unhandled Exception: System.Reflection.TargetInvocationException: Exception has been thrown by the target of an invocation. ---> System.Reflection.TargetInvocationException: Exception has been thrown by the target of an invocation. ---> System.NotSupportedException: The MKL library (Microsoft.ML.MklImports.dll) or one of its dependencies is missing.
at Microsoft.ML.Runtime.Learners.OlsLinearRegressionTrainer.TrainCore(IChannel ch, Factory cursorFactory, Int32 featureCount)
at Microsoft.ML.Runtime.Learners.OlsLinearRegressionTrainer.Train(RoleMappedData examples)
--- End of inner exception stack trace ---
at System.RuntimeMethodHandle.InvokeMethod(Object target, Object[] arguments, Signature sig, Boolean constructor)
at System.Reflection.RuntimeMethodInfo.UnsafeInvokeInternal(Object obj, Object[] parameters, Object[] arguments)
at Microsoft.ML.Runtime.Data.TrainUtils.TrainCore(IHostEnvironment env, IChannel ch, RoleMappedData data, ITrainer trainer, String name, RoleMappedData validData, ICalibratorTrainer calibrator, Int32 maxCalibrationExamples, Nullable`1 cacheData, IPredictor inpPredictor)
at Microsoft.ML.Runtime.EntryPoints.LearnerEntryPointsUtils.Train[TArg,TOut](IHost host, TArg input, Func`1 createTrainer, Func`1 getLabel, Func`1 getWeight, Func`1 getGroup, Func`1 getName, Func`1 getCustom, ICalibratorTrainerFactory calibrator, Int32 maxCalibrationExamples)
at Microsoft.ML.Runtime.Learners.OlsLinearRegressionTrainer.TrainRegression(IHostEnvironment env, Arguments input)
- What did you expect?
I was wondering how to useOrdinaryLeastSquaresRegressor
?
Source code / logs
Please paste or attach the code or logs or traces that would be helpful to diagnose the issue you are reporting.
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