NumberOfTrees

SweepableEstimator\Estimators\FastForest.cs (3)

15NumberOfTrees = param.NumberOfTrees, 33NumberOfTrees = param.NumberOfTrees, 51NumberOfTrees = param.NumberOfTrees,

SweepableEstimator\Estimators\FastTree.cs (4)

16NumberOfTrees = param.NumberOfTrees, 39NumberOfTrees = param.NumberOfTrees, 62NumberOfTrees = param.NumberOfTrees, 85NumberOfTrees = param.NumberOfTrees,

Sweepers\SmacSweeper.cs (1)

132NumberOfTrees = _args.NumOfTrees,

Tuner\SmacTuner.cs (1)

144NumberOfTrees = _numOfTrees,

UnitTests\TestEntryPoints.cs (2)

2179NumberOfTrees = 2 4461NumberOfTrees = 5,

FastTree.cs (1)

118FastTreeTrainerOptions.NumberOfTrees = numberOfTrees;

IntrospectiveTraining.cs (2)

40new FastForestRegressionTrainer.Options { NumberOfLeaves = 5, NumberOfTrees = 3, NumberOfThreads = 1 })); 84new FastTreeBinaryTrainer.Options { NumberOfLeaves = 5, NumberOfTrees = 3, NumberOfThreads = 1 }));

ModelFiles.cs (2)

50new FastTreeRegressionTrainer.Options { NumberOfThreads = 1, NumberOfTrees = 10 })); 97new FastTreeRegressionTrainer.Options { NumberOfThreads = 1, NumberOfTrees = 10 }));

ONNX.cs (1)

44new FastTreeRegressionTrainer.Options { NumberOfThreads = 1, NumberOfTrees = 10 }));

Validation.cs (1)

123NumberOfTrees = 2,

TestPredictors.cs (3)

635NumberOfTrees = 5, 657NumberOfTrees = 5, 764NumberOfTrees = 5,

Dynamic\Trainers\BinaryClassification\FastForestWithOptions.cs (1)

38NumberOfTrees = 50

Dynamic\Trainers\BinaryClassification\FastTreeWithOptions.cs (1)

38NumberOfTrees = 50

Dynamic\Trainers\Ranking\FastTreeWithOptions.cs (1)

38NumberOfTrees = 50,

Dynamic\Trainers\Regression\FastForestWithOptions.cs (1)

40NumberOfTrees = 50

Dynamic\Trainers\Regression\FastTreeTweedieWithOptions.cs (1)

42NumberOfTrees = 50

Dynamic\Trainers\Regression\FastTreeWithOptions.cs (1)

43NumberOfTrees = 50

Dynamic\Transforms\TreeFeaturization\FastForestBinaryFeaturizationWithOptions.cs (1)

51NumberOfTrees = 3,

Dynamic\Transforms\TreeFeaturization\FastForestRegressionFeaturizationWithOptions.cs (1)

53NumberOfTrees = 3,

Dynamic\Transforms\TreeFeaturization\FastTreeBinaryFeaturizationWithOptions.cs (1)

53NumberOfTrees = 3,

Dynamic\Transforms\TreeFeaturization\FastTreeRankingFeaturizationWithOptions.cs (1)

49NumberOfTrees = 3,

Dynamic\Transforms\TreeFeaturization\FastTreeRegressionFeaturizationWithOptions.cs (1)

53NumberOfTrees = 3,

Dynamic\Transforms\TreeFeaturization\FastTreeTweedieFeaturizationWithOptions.cs (1)

53NumberOfTrees = 3,

Dynamic\Transforms\TreeFeaturization\PretrainedTreeEnsembleFeaturizationWithOptions.cs (1)

42NumberOfTrees = 1,

Program.cs (2)

74options.NumberOfTrees = numberOfTrees; 106options.NumberOfTrees = numberOfTrees;

Algorithms\SmacSweeper.cs (1)

140NumberOfTrees = _args.NumOfTrees,

TrainerEstimators\OneDalEstimators.cs (1)

67options.NumberOfTrees = 100;

TrainerEstimators\TreeEnsembleFeaturizerTest.cs (15)

29NumberOfTrees = 10, 136NumberOfTrees = 1, 188NumberOfTrees = 1, 243NumberOfTrees = 1, 311NumberOfTrees = 10, 360NumberOfTrees = 10, 399NumberOfTrees = 10, 438NumberOfTrees = 10, 476NumberOfTrees = 10, 514NumberOfTrees = 10, 552NumberOfTrees = 10, 590NumberOfTrees = 10, 645NumberOfTrees = 10, 719NumberOfTrees = 10, 777NumberOfTrees = 10,

TrainerEstimators\TreeEstimators.cs (10)

45NumberOfTrees = 10, 156NumberOfTrees = 20, 179NumberOfTrees = 10, 217new FastTreeRegressionTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5 }); 294NumberOfTrees = 10, 910new FastTreeRegressionTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5 }); 928new FastForestRegressionTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5 }); 946new FastTreeTweedieTrainer.Options { NumberOfTrees = 10, NumberOfThreads = 1, NumberOfLeaves = 5 }); 989new FastTreeBinaryTrainer.Options { NumberOfTrees = 2, NumberOfThreads = 1, NumberOfLeaves = 5 })); 1007new FastForestBinaryTrainer.Options { NumberOfTrees = 2, NumberOfThreads = 1, NumberOfLeaves = 4, CategoricalSplit = true }));

FastTree.cs (4)

271int bagCount = FastTreeTrainerOptions.NumberOfTrees / FastTreeTrainerOptions.BaggingSize; 272if (bagCount * FastTreeTrainerOptions.BaggingSize != FastTreeTrainerOptions.NumberOfTrees) 597int numTotalTrees = FastTreeTrainerOptions.NumberOfTrees; 798if (FastTreeTrainerOptions.TestFrequency != int.MaxValue && (Ensemble.NumTrees % FastTreeTrainerOptions.TestFrequency == 0 || Ensemble.NumTrees == FastTreeTrainerOptions.NumberOfTrees))

FastTreeArguments.cs (2)

629ectx.CheckUserArg(0 < NumberOfTrees, nameof(NumberOfTrees), "Must be positive.");

FastTreeRanking.cs (1)

201_ensembleCompressor.Initialize(FastTreeTrainerOptions.NumberOfTrees, TrainSet, TrainSet.Ratings, FastTreeTrainerOptions.Seed);

RandomForestClassification.cs (1)

275int numberOfTrees = FastTreeTrainerOptions.NumberOfTrees;

RandomForestRegression.cs (1)

407int numberOfTrees = FastTreeTrainerOptions.NumberOfTrees;