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LCOM2

Min: 0.2000, max: 0.9924, yellow zone: [0.4000 .. 0.6000].

Elements: 203, μ: 0.7216, σ: 0.1878, Var: 0.0353, defects: 42%.

Packages: 42, classes: 296.

Green: 157, yellow: 55, red: 84.

Class LCOM2 methods attributes
c.t.a.m.GBDT.metric.RMSEMetric 0 3 0
c.t.a.m.GBDT.metric.ErrorEvalMetric 0.6667 3 1
c.t.a.m.GBDT.metric.MultiErrorMetric 0 4 0
c.t.a.m.GBDT.metric.LogErrorMetric 0 3 0
c.t.a.m.GBDT.metric.LogLossMetric 0 3 0
c.t.a.m.GBDT.metric.MAEMetric 0 3 0
c.t.a.m.GBDT.objective.RegLossObj 0.65 5 4
c.t.a.m.GBDT.objective.L..$LogisticLoss 0.8571 7 1
c.t.a.m.GBDT.objective.SoftmaxMultiClassObj 0.8333 6 5
c.t.a.m.GBDT.objective.L..$DirectLogisticLoss 0 4 0
c.t.a.m.GBDT.objective.L..$BinaryLogisticLoss 0 1 0
c.t.a.m.GBDT.objective.L..$LinearSquareLoss 0 7 0
c.t.a.m.GBDT.objective.Loss 0 0 0
c.t.a.m.a.a.optimizer.LocalSearch 0 5 0
c.t.a.m.a.a.optimizer.BaseOptimizer 0.8 5 2
c.t.a.m.a.a.optimizer.R..$ 1 1 1
c.t.a.m.a.a.optimizer.RandomSearch 0.8333 6 1
c.t.a.m.GBDT.psf.GBDTGradHistGetRowResult 0 1 1
c.t.a.m.GBDT.psf.C..$CompressPartitionUpdateParam 0.6667 6 8
c.t.a.m.GBDT.psf.CompressUpdateParam 0.25 1 4
c.t.a.m.GBDT.psf.H..$HistPartitionAggrParam 0.625 8 5
c.t.a.m.GBDT.psf.HistAggrParam 0 1 5
c.t.a.m.GBDT.psf.GBDTGradHistGetRowFunc 0 2 1
c.t.a.m.GBDT.psf.CompressUpdateFunc 1 3 1
c.t.a.m.l.psf.GetColumnParam 0 1 1
c.t.a.m.l.psf.GetPartFunc 1 2 1
c.t.a.m.l.psf.ResetFunc 0 3 0
c.t.a.m.l.psf.PartColumnResult 0.625 4 2
c.t.a.m.l.psf.LikelihoodParam 0 1 1
c.t.a.m.l.psf.PartCSRResult 0.7714 7 5
c.t.a.m.l.psf.L..$LikelihoodPartParam 0.25 4 1
c.t.a.m.l.psf.LikelihoodFunc 1 3 1
c.t.a.m.l.psf.GetColumnFunc 0.5 2 1
c.t.a.m.l.psf.CSRPartUpdateParam 0.6667 3 3
c.t.a.m.l.psf.ColumnGetResult 0 0 1
c.t.a.m.l.psf.UpdatePartFunc 1 3 1
c.t.a.m.c.u.paramsutils.ParamKeys 0 0 0
c.t.a.m.c.u.paramsutils.JoinLayerParams 0.9444 18 2
c.t.a.m.c.u.paramsutils.HuberLossParams 0.9286 14 1
c.t.a.m.c.u.paramsutils.ModelParams 0.8333 6 5
c.t.a.m.c.u.paramsutils.M..$ 0.6 5 1
c.t.a.m.c.u.paramsutils.D..$ 0.5 2 2
c.t.a.m.c.u.paramsutils.DataParams 0.9 10 9
c.t.a.m.c.u.paramsutils.InputLayerParams 0.95 20 3
c.t.a.m.c.u.paramsutils.D..$ 0.6 5 1
c.t.a.m.c.u.paramsutils.H..$ 0.4286 7 1
c.t.a.m.c.u.paramsutils.L..$ 0.5 3 2
c.t.a.m.c.u.paramsutils.AdamParams 0.9545 22 2
c.t.a.m.c.u.paramsutils.O..$ 0.8333 8 6
c.t.a.m.c.u.paramsutils.T..$ 0.5 2 2
c.t.a.m.c.u.paramsutils.E..$ 0.6 5 1
c.t.a.m.c.u.paramsutils.T..$ 0.8 6 5
c.t.a.m.c.u.paramsutils.CrossLayerParams 0.9444 18 2
c.t.a.m.c.u.paramsutils.TrainParams 0.8333 6 5
c.t.a.m.c.u.paramsutils.F..$ 0.6 5 1
c.t.a.m.c.u.paramsutils.C..$ 0.6 5 1
c.t.a.m.c.u.paramsutils.M..$ 0.5 2 2
c.t.a.m.c.u.paramsutils.TransFuncParams 0.5 2 1
c.t.a.m.c.u.paramsutils.JsonUtils 0 0 0
c.t.a.m.c.u.paramsutils.DropoutTransFuncParams 0.9375 16 2
c.t.a.m.c.u.paramsutils.F..$ 0.6 5 1
c.t.a.m.c.u.paramsutils.A..$ 0.6 5 1
c.t.a.m.c.u.paramsutils.MomentumParams 0.95 20 1
c.t.a.m.c.u.paramsutils.J..$ 0 10 1
c.t.a.m.c.u.paramsutils.FCLayerParams 0.9545 22 4
c.t.a.m.c.u.paramsutils.L..$ 0.6 5 1
c.t.a.m.c.u.paramsutils.LayerParams 0.6667 3 2
c.t.a.m.c.u.paramsutils.FTRLParams 0.9545 22 2
c.t.a.m.c.u.paramsutils.LossFuncParams 0.5 2 1
c.t.a.m.c.u.paramsutils.OptParams 0.8 5 4
c.t.a.m.c.u.paramsutils.L..$ 0.9375 16 16
c.t.a.m.c.u.paramsutils.J..$ 0.6 5 1
c.t.a.m.c.u.paramsutils.P..$ 0.9796 48 49
c.t.a.m.c.u.paramsutils.I..$ 0.6 5 1
c.t.a.m.c.u.paramsutils.LossLayerParams 0.9444 18 2
c.t.a.m.c.u.paramsutils.EmbeddingParams 0.95 20 3
c.t.a.m.c.n.l.e.inputlayer.Embedding 0.9577 31 16
c.t.a.m.c.n.l.e.inputlayer.SparseInputLayer 0.9569 36 20
c.t.a.m.c.n.l.e.inputlayer.DenseInputLayer 0.9588 37 21
c.t.a.m.c.conf.S..$ 0.7292 32 3
c.t.a.m.c.conf.MLConf 0 0 0
c.t.a.m.c.conf.SharedConf 0.9516 31 2
c.t.a.m.c.conf.M..$ 0.9924 130 131
c.t.a.m.l.a.structures.S2BTightTraverseMap 0.4286 14 1
c.t.a.m.l.a.structures.ShortTraverseHashMap 0.75 4 4
c.t.a.m.l.a.structures.S2STightTraverseMap 0.3846 13 1
c.t.a.m.l.a.structures.IntTraverseHashMap 0.75 4 4
c.t.a.m.l.a.structures.I2ITranverseMap 0.5192 13 4
c.t.a.m.l.a.structures.S2ITraverseMap 0.5714 14 4
c.t.a.m.l.a.structures.S2BTraverseMap 0.5714 14 4
c.t.a.m.l.a.structures.TraverseHashMap 0 17 0
c.t.a.m.l.a.structures.FTree 0.3333 7 3
c.t.a.m.l.a.structures.S2STraverseMap 0.5385 13 4
c.t.a.m.auto.AutoController 0 2 0
c.t.a.m.c.n.layers.InputLayerMeta 0 0 0
c.t.a.m.c.n.layers.LinearLayerMeta 0 0 0
c.t.a.m.c.n.layers.LinearLayer 0.5 2 1
c.t.a.m.c.n.layers.JoinLayerMeta 0 0 0
c.t.a.m.c.n.layers.T..$ 0.8571 7 1
c.t.a.m.c.n.layers.S..$ 0.8333 5 6
c.t.a.m.c.n.layers.JoinLayer 0.5 2 1
c.t.a.m.c.n.layers.InputLayer 0 1 0
c.t.a.m.c.n.layers.LayerMeta 0 1 0
c.t.a.m.c.n.layers.PlaceHolder 0.9098 19 7
c.t.a.m.c.n.layers.STATUS 0 0 0
c.t.a.m.c.n.layers.TimeStats 0.8673 14 7
c.t.a.m.c.n.layers.Layer 0.9028 12 6
c.t.a.m.c.n.layers.AngelGraph 0.966 36 9
c.t.a.m.core.PredictTask 0.8 5 2
c.t.a.m.core.TrainTask 0.875 8 1
c.t.a.m.core.MLLearner 0.75 4 3
c.t.a.m.core.M..$class 0 0 0
c.t.a.m.c.n.l.join.SumPooling 0.7917 8 3
c.t.a.m.c.n.l.join.ConcatLayer 0.8333 9 4
c.t.a.m.c.n.l.join.MulPooling 0.8148 9 3
c.t.a.m.c.n.l.join.DotPooling 0.8409 11 4
c.t.a.m.c.o.loss.CrossEntropyLoss 0.8333 6 1
c.t.a.m.c.o.loss.L2Loss 0 5 0
c.t.a.m.c.o.loss.HingeLoss 0 5 0
c.t.a.m.c.o.loss.LogLoss 0 5 0
c.t.a.m.c.o.loss.HuberLoss 0.4 5 1
c.t.a.m.c.o.loss.SoftmaxLoss 0 5 0
c.t.a.m.GBDT.a.sketch.QuantileSketchException 0 0 0
c.t.a.m.GBDT.a.sketch.SketchUtils 0 0 1
c.t.a.m.GBDT.a.sketch.HeapQuantileSketch 0.6243 26 13
c.t.a.m.c.n.l.e.losslayer.SoftmaxLossLayer 0.8182 11 5
c.t.a.m.c.n.l.e.losslayer.SimpleLossLayer 0.8167 12 5
c.t.a.m.GBDT.GBDTModel 0.9565 25 23
c.t.a.m.GBDT.GBDTPredictTask 0 3 0
c.t.a.m.GBDT.GBDTLearner 0.875 8 3
c.t.a.m.GBDT.GBDTTrainTask 0.9048 12 7
c.t.a.m.GBDT.G..$ 0.6 5 1
c.t.a.m.GBDT.G..$ 0.9301 13 11
c.t.a.m.GBDT.GBDTPredictResult 0.9412 17 4
c.t.a.m.GBDT.GBDTRunner 0.8968 18 7
c.t.a.m.a.solver.BaseSolver 0.875 8 1
c.t.a.m.a.sync.AIMDSync 0 0 0
c.t.a.m.l.algo.Document 0.6667 1 3
c.t.a.m.l.algo.CSRTokens 0 1 12
c.t.a.m.l.algo.Sampler 0.8392 15 17
c.t.a.m.l.algo.BinarySearch 0 0 0
c.t.a.m.a.parameter.DiscreteSpace 0.6667 9 2
c.t.a.m.a.parameter.ContinuousSpace 0.9048 15 7
c.t.a.m.a.parameter.D..$ 0.5 2 1
c.t.a.m.a.parameter.C..$ 0.3333 3 1
c.t.a.m.a.parameter.ParamSpace 0.6667 3 1
c.t.a.m.c.utils.HDFSUtils 0 0 0
c.t.a.m.c.utils.ReflectionUtils 0 0 0
c.t.a.m.c.utils.D..$ 0.6 5 1
c.t.a.m.c.utils.PSMatrixUtils 0 0 0
c.t.a.m.c.utils.Maths 0 0 0
c.t.a.m.c.utils.NetUtils 0 0 0
c.t.a.m.c.utils.DataParser 0 1 0
c.t.a.m.c.utils.D..$ 0 1 1
c.t.a.m.c.utils.L..$ 0.6 5 1
c.t.a.m.c.utils.H..$ 0.5 2 2
c.t.a.m.c.utils.LibSVMDataParser 0.95 20 5
c.t.a.m.c.utils.DenseDataParser 0.95 20 5
c.t.a.m.c.utils.N..$ 1 6 1
c.t.a.m.c.utils.P..$ 0.8 15 1
c.t.a.m.c.utils.ValidationUtils 0.24 5 5
c.t.a.m.c.utils.R..$ 0.4167 4 3
c.t.a.m.c.utils.D..$ 0.6 5 1
c.t.a.m.c.utils.DummyDataParser 0.95 20 5
c.t.a.m.c.optimizer.SGD 0 4 0
c.t.a.m.c.optimizer.Adam 0.875 8 4
c.t.a.m.c.optimizer.OptUtils 0 0 0
c.t.a.m.c.optimizer.GradientDescent 0.875 14 4
c.t.a.m.c.optimizer.O..$class 0 0 0
c.t.a.m.c.optimizer.O..$ 0.75 4 1
c.t.a.m.c.optimizer.A..$ 0.75 4 1
c.t.a.m.c.optimizer.G..$ 0.5 2 1
c.t.a.m.c.optimizer.M..$ 0.5 2 1
c.t.a.m.c.optimizer.Momentum 0.8333 6 1
c.t.a.m.c.optimizer.FTRL 0.6667 3 2
c.t.a.m.GBDT.a.tree.Tree 0 0 0
c.t.a.m.GBDT.a.tree.TAvgDisSplit 0 0 0
c.t.a.m.GBDT.a.tree.TSplitValueHelper 0 0 0
c.t.a.m.GBDT.a.tree.TYahooSketchSplit 0 0 0
c.t.a.m.GBDT.a.tree.SplitEntry 0.697 11 6
c.t.a.m.GBDT.a.tree.TNode 0.8333 12 6
c.t.a.m.c.network.D..$ 0 4 1
c.t.a.m.c.network.DNNUtils 0 0 0
c.t.a.m.lda.L..$S..$ 0.8 5 5
c.t.a.m.lda.LDAPredictTask 0.8933 15 5
c.t.a.m.lda.LDAIncTask 0.8409 11 4
c.t.a.m.lda.LDAModel 0.9558 26 20
c.t.a.m.lda.L..$ 0.9446 17 17
c.t.a.m.lda.LDATrainTask 0.8769 13 5
c.t.a.m.lda.L..$Task 0.5 2 5
c.t.a.m.lda.LDARunner 0.875 8 1
c.t.a.m.lda.LDALearner 0.9614 38 15
c.t.a.m.c.kmeans.KMeansPredictTask 0.75 4 1
c.t.a.m.c.kmeans.KMeansResult 0.9412 17 4
c.t.a.m.c.kmeans.KMeansLearner 0.9231 13 6
c.t.a.m.c.kmeans.K..$ 0.8125 4 4
c.t.a.m.c.kmeans.K..$ 0.6667 2 3
c.t.a.m.c.kmeans.KMeansRunner 0.8333 6 1
c.t.a.m.c.kmeans.K..$ 0.7143 7 1
c.t.a.m.c.kmeans.KMeansModel 0.9219 16 8
c.t.a.m.c.kmeans.KMeansTrainTask 0.9184 14 7
c.t.a.m.c.n.transfunc.Tanh 0 2 0
c.t.a.m.c.n.transfunc.Sigmoid 0 2 0
c.t.a.m.c.n.transfunc.TanhWithDropout 0.5 2 2
c.t.a.m.c.n.transfunc.Dropout 0.25 2 2
c.t.a.m.c.n.transfunc.Softmax 0 2 0
c.t.a.m.c.n.transfunc.SigmoidWithDropout 0.5 2 2
c.t.a.m.c.n.transfunc.Relu 0 2 0
c.t.a.m.c.n.transfunc.Identity 0 2 0
c.t.a.m.a.utils.D..$ 0.8333 3 2
c.t.a.m.a.utils.Distribution 0 0 0
c.t.a.m.c.graphsubmit.G..$ 1 4 1
c.t.a.m.c.graphsubmit.GraphRunner 0.8333 6 1
c.t.a.m.c.graphsubmit.GraphTrainTask 0.9305 17 11
c.t.a.m.c.graphsubmit.GraphPredictTask 0 3 0
c.t.a.m.c.graphsubmit.G..$ 0.6 5 1
c.t.a.m.c.graphsubmit.GraphModel 0.9048 15 7
c.t.a.m.c.graphsubmit.GraphLearner 0.9412 17 10
c.t.a.m.c.graphsubmit.GraphPredictResult 0.9444 18 4
c.t.a.m.classification.N..$ 1 1 1
c.t.a.m.classification.S..$ 1 1 1
c.t.a.m.classification.LogisticRegression 0.5 2 1
c.t.a.m.classification.P..$ 1 1 1
c.t.a.m.classification.WideAndDeep 0.5 2 1
c.t.a.m.classification.SoftmaxRegression 0.6667 3 2
c.t.a.m.classification.S..$ 1 1 1
c.t.a.m.classification.L..$ 1 1 1
c.t.a.m.classification.F..$ 1 1 1
c.t.a.m.classification.W..$ 1 1 1
c.t.a.m.classification.M..$ 1 1 1
c.t.a.m.classification.DeepFM 0.5 2 1
c.t.a.m.classification.D..$ 1 1 1
c.t.a.m.classification.FactorizationMachines 0.75 4 3
c.t.a.m.classification.ProductNeuralNetwork 0.6667 3 1
c.t.a.m.classification.NeuralFactorizationMachines 0.6667 3 2
c.t.a.m.classification.MixedLogisticRegression 0.6667 3 2
c.t.a.m.classification.SupportVectorMachine 0.5 2 1
c.t.a.m.a.acquisition.EI 0.75 4 1
c.t.a.m.a.acquisition.BaseAcquisition 0.6667 3 1
c.t.a.m.GBDT.algo.GradHistThread 0 1 6
c.t.a.m.GBDT.algo.HistSubThread 0.5 2 3
c.t.a.m.GBDT.algo.FeatureMeta 0.625 4 4
c.t.a.m.GBDT.algo.HistCalThread 0.5 2 5
c.t.a.m.GBDT.algo.AfterSplitThread 0 1 7
c.t.a.m.GBDT.algo.GBDTController 0.8262 31 31
c.t.a.m.p.columns.PartitionGetColsResult 0.3333 3 4
c.t.a.m.p.columns.UpdateColsParam 0 1 4
c.t.a.m.p.columns.PartitionGetColsParam 0 3 2
c.t.a.m.p.columns.GetColsParam 0 1 2
c.t.a.m.p.columns.GetColsFunc 0 3 0
c.t.a.m.p.columns.UpdateColsFunc 0 5 0
c.t.a.m.p.columns.PartitionUpdateColsParam 0.2 2 5
c.t.a.m.p.columns.GetColsResult 0 0 1
c.t.a.m.GBDT.a.RegTree.GradStats 0.6458 16 3
c.t.a.m.GBDT.a.RegTree.RegTNodeStat 0.5833 4 6
c.t.a.m.GBDT.a.RegTree.RegTree 0.85 4 5
c.t.a.m.GBDT.a.RegTree.GradPair 0.5 4 2
c.t.a.m.GBDT.a.RegTree.RegTDataStore 0.8663 17 11
c.t.a.m.GBDT.a.RegTree.GradHistHelper 0.375 6 4
c.t.a.m.c.n.l.linear.BiInnerCross 0.8636 11 4
c.t.a.m.c.n.l.linear.BiOutterCross 0.8125 8 4
c.t.a.m.c.n.l.linear.BiInteractionCross 0.8125 8 4
c.t.a.m.c.n.l.linear.BiInnerSumCross 0.8636 11 4
c.t.a.m.c.n.l.linear.FCLayer 0.9561 38 21
c.t.a.m.c.o.decayer.P..$ 0.5 2 1
c.t.a.m.c.o.decayer.E..$ 0.6667 3 1
c.t.a.m.c.o.decayer.PolynomialDecay 0.7667 5 6
c.t.a.m.c.o.decayer.LinearCosineDecay 0.8778 9 10
c.t.a.m.c.o.decayer.ExponentialDecay 0.8 6 5
c.t.a.m.c.o.decayer.C..$ 0.5 2 1
c.t.a.m.c.o.decayer.StandardDecay 0.7917 6 4
c.t.a.m.c.o.decayer.InverseTimeDecay 0.8 6 5
c.t.a.m.c.o.decayer.CosineDecayRestarts 0.8095 7 6
c.t.a.m.c.o.decayer.L..$ 0.75 4 1
c.t.a.m.c.o.decayer.CosineDecay 0.75 5 4
c.t.a.m.c.o.decayer.WarmRestarts 0.8485 11 6
c.t.a.m.c.o.decayer.PiecewiseConstant 0.8095 7 6
c.t.a.m.c.o.decayer.C..$ 0.75 4 1
c.t.a.m.c.o.decayer.I..$ 0.5 2 1
c.t.a.m.c.o.decayer.S..$class 0 0 0
c.t.a.m.GBDT.param.GBDTParam 0.9333 2 15
c.t.a.m.GBDT.param.TreeParam 0.5 1 12
c.t.a.m.GBDT.param.RegTParam 0.8766 7 22
c.t.a.m.a.config.Configuration 0.5 6 2
c.t.a.m.a.config.ConfigurationSpace 0.9123 19 6
c.t.a.m.p.optimizer.AdamUpdateFunc 0 2 0
c.t.a.m.p.optimizer.FTRLUpdateFunc 0.5 2 1
c.t.a.m.p.optimizer.SGDUpdateFunc 0.5 2 1
c.t.a.m.p.optimizer.OptMMUpdateFunc 0 0 0
c.t.a.m.p.optimizer.PGDUpdateFunc 0.5 2 1
c.t.a.m.p.optimizer.MomentumUpdateFunc 1 2 1
c.t.a.m.regression.L..$ 1 1 1
c.t.a.m.regression.RobustRegression 0.6667 3 1
c.t.a.m.regression.R..$ 1 1 1
c.t.a.m.regression.LinearRegression 0.6667 3 1
c.t.a.m.a.surrogate.BaseSurrogate 0.9091 11 1

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