Tuner\PipelineProposer.cs (24)
22private readonly Dictionary<EstimatorType, double> _estimatorCost;
50_estimatorCost = new Dictionary<EstimatorType, double>()
52{ EstimatorType.LightGbmRegression, 0.788 },
53{ EstimatorType.FastTreeRegression, 0.382 },
54{ EstimatorType.FastForestRegression, 0.374 },
55{ EstimatorType.SdcaRegression, 0.566 },
56{ EstimatorType.FastTreeTweedieRegression, 0.401 },
57{ EstimatorType.LbfgsPoissonRegressionRegression, 4.73 },
58{ EstimatorType.FastForestOva, 4.283 },
59{ EstimatorType.FastTreeOva, 3.701 },
60{ EstimatorType.LightGbmMulti, 4.765 },
61{ EstimatorType.SdcaMaximumEntropyMulti, 10.129 },
62{ EstimatorType.SdcaLogisticRegressionOva, 13.16 },
63{ EstimatorType.LbfgsMaximumEntropyMulti, 7.980 },
64{ EstimatorType.LbfgsLogisticRegressionOva, 11.513 },
65{ EstimatorType.LightGbmBinary, 4.765 },
66{ EstimatorType.FastTreeBinary, 3.701 },
67{ EstimatorType.FastForestBinary, 4.283 },
68{ EstimatorType.SdcaLogisticRegressionBinary, 13.16 },
69{ EstimatorType.LbfgsLogisticRegressionBinary, 11.513 },
70{ EstimatorType.ForecastBySsa, 1 },
71{ EstimatorType.ImageClassificationMulti, 1 },
72{ EstimatorType.MatrixFactorization, 1 },
210foreach (var estimatorType in estimatorTypes)