Bias

2 writes to Bias

Microsoft.ML.StandardTrainers (2)

Standard\LinearModelParameters.cs (2)

127Bias = bias; 168Bias = ctx.Reader.ReadFloat();

28 references to Bias

Microsoft.ML.IntegrationTests (1)

IntrospectiveTraining.cs (1)

240var bias = linearModel.Bias;

Microsoft.ML.Mkl.Components (4)

OlsLinearRegression.cs (3)

836TValueCheckDecode(Bias, _tValues[0]); 913writer.WriteLine(format, "", "Bias", Bias, _standardErrors[0], _tValues[0], _pValues[0]); 928writer.WriteLine(format, "", "Bias", Bias);

SymSgdClassificationTrainer.cs (1)

717bias = predictor.Bias;

Microsoft.ML.Samples (2)

Dynamic\Transforms\CalculateFeatureContribution.cs (1)

42Console.WriteLine("Bias: " + linearModel.Model.Bias + " Feature1: " +

Dynamic\Transforms\CalculateFeatureContributionCalibrated.cs (1)

44linearModel.Model.SubModel.Bias,

Microsoft.ML.StandardTrainers (21)

Standard\LinearModelParameters.cs (17)

151node.AddAttribute("intercepts", new float[] { Bias }); 169Host.CheckDecode(FloatUtils.IsFinite(Bias)); 225ctx.Writer.Write(Bias); 252predictor["const"] = Bias; 269return Bias + VectorUtils.DotProduct(in weights, in src); 272return Bias + VectorUtils.DotProduct(in _weightsDense, in src); 336bias = first.Bias; 346bias += sub.Bias; 366LinearPredictorUtils.SaveAsCode(writer, in weights, Bias, schema); 382builder.AddPrimitiveValue("Bias", NumberDataViewType.Single, Bias); 530in weights, Bias, schema)); 542LinearPredictorUtils.SaveLinearModelWeightsInKeyValuePairs(in weights, Bias, schema, results); 564writer.Write(LinearPredictorUtils.LinearModelAsIni(in weights, Bias, this, 601writer.Write(LinearPredictorUtils.LinearModelAsIni(in weights, Bias, this, schema, null)); 666in weights, Bias, schema, null)); 687LinearPredictorUtils.SaveLinearModelWeightsInKeyValuePairs(in weights, Bias, schema, results); 767in weights, Bias, schema, null));

Standard\LogisticRegression\LogisticRegression.cs (1)

443return InitializeWeights(pred.Weights, new[] { pred.Bias });

Standard\Online\OnlineLinear.cs (1)

142Bias = predictor.Bias;

Standard\PoissonRegression\PoissonRegression.cs (1)

140return InitializeWeights(modelParameters.Weights, new[] { modelParameters.Bias });

Standard\SdcaBinary.cs (1)

2057bias = predictor.Bias;