logo

Back to index

TCC

Min: 0.0023, max: 0.7544, yellow zone: [0.4000 .. 0.6000].

Elements: 56, μ: 0.1908, σ: 0.1981, Var: 0.0393, defects: 16%.

Packages: 31, classes: 283.

Green: 10, yellow: 6, red: 267.

Class TCC attributes methods NC NDC
c.t.a.m.GBDT.metric.LogErrorMetric 0 0 3 3 0
c.t.a.m.GBDT.metric.RMSEMetric 0 0 3 3 0
c.t.a.m.GBDT.metric.LogLossMetric 0 0 3 3 0
c.t.a.m.GBDT.metric.ErrorEvalMetric 0 0 3 3 0
c.t.a.m.GBDT.metric.MultiErrorMetric 0 0 4 6 0
c.t.a.m.GBDT.metric.MAEMetric 0 0 3 3 0
c.t.a.m.GBDT.objective.SoftmaxMultiClassObj 0.0667 3 6 15 1
c.t.a.m.GBDT.objective.Loss 0 0 0 0 0
c.t.a.m.GBDT.objective.L..$BinaryLogisticLoss 0 0 1 0 0
c.t.a.m.GBDT.objective.L..$DirectLogisticLoss 0 0 4 6 0
c.t.a.m.GBDT.objective.L..$LogisticLoss 0 0 7 21 0
c.t.a.m.GBDT.objective.RegLossObj 0.6 2 5 10 6
c.t.a.m.GBDT.objective.L..$LinearSquareLoss 0 0 7 21 0
c.t.a.m.GBDT.psf.CompressUpdateFunc 0 0 1 0 0
c.t.a.m.GBDT.psf.GBDTGradHistGetRowResult 0 1 1 0 0
c.t.a.m.GBDT.psf.C..$CompressPartitionUpdateParam 0.6 6 6 15 9
c.t.a.m.GBDT.psf.GBDTGradHistGetRowFunc 0 0 2 1 0
c.t.a.m.GBDT.psf.CompressUpdateParam 0 3 1 0 0
c.t.a.m.GBDT.psf.HistAggrParam 0 5 1 0 0
c.t.a.m.GBDT.psf.H..$HistPartitionAggrParam 0.3929 5 8 28 11
c.t.a.m.l.psf.LikelihoodFunc 0 0 2 1 0
c.t.a.m.l.psf.ResetFunc 0 0 1 0 0
c.t.a.m.l.psf.GetColumnParam 0 1 1 0 0
c.t.a.m.l.psf.CSRPartUpdateParam 0.3333 2 3 3 1
c.t.a.m.l.psf.L..$LikelihoodPartParam 0.5 1 4 6 3
c.t.a.m.l.psf.UpdatePartFunc 0 0 3 3 0
c.t.a.m.l.psf.ColumnGetResult 0 1 0 0 0
c.t.a.m.l.psf.GetColumnFunc 0 0 2 1 0
c.t.a.m.l.psf.LikelihoodParam 0 1 1 0 0
c.t.a.m.l.psf.GetPartFunc 0 0 2 1 0
c.t.a.m.l.psf.PartCSRResult 0.1429 4 7 21 3
c.t.a.m.l.psf.PartColumnResult 0.5 2 4 6 3
c.t.a.m.c.u.paramsutils.F..$ 0 0 3 3 0
c.t.a.m.c.u.paramsutils.DataParams 0 9 10 45 0
c.t.a.m.c.u.paramsutils.M..$ 0 1 2 1 0
c.t.a.m.c.u.paramsutils.CrossLayerParams 0 2 18 153 0
c.t.a.m.c.u.paramsutils.E..$ 0 0 3 3 0
c.t.a.m.c.u.paramsutils.H..$ 0 0 5 10 0
c.t.a.m.c.u.paramsutils.JoinLayerParams 0 2 18 153 0
c.t.a.m.c.u.paramsutils.ModelParams 0 5 6 15 0
c.t.a.m.c.u.paramsutils.EmbeddingParams 0 3 20 190 0
c.t.a.m.c.u.paramsutils.P..$ 0 48 48 1128 0
c.t.a.m.c.u.paramsutils.L..$ 0 1 3 3 0
c.t.a.m.c.u.paramsutils.T..$ 0 1 2 1 0
c.t.a.m.c.u.paramsutils.T..$ 0 4 6 15 0
c.t.a.m.c.u.paramsutils.L..$ 0 0 3 3 0
c.t.a.m.c.u.paramsutils.TransFuncParams 0 1 2 1 0
c.t.a.m.c.u.paramsutils.FTRLParams 0 2 22 231 0
c.t.a.m.c.u.paramsutils.L..$ 0 13 14 91 0
c.t.a.m.c.u.paramsutils.InputLayerParams 0 3 20 190 0
c.t.a.m.c.u.paramsutils.HuberLossParams 0 1 14 91 0
c.t.a.m.c.u.paramsutils.FCLayerParams 0 4 22 231 0
c.t.a.m.c.u.paramsutils.ParamKeys 0 0 0 0 0
c.t.a.m.c.u.paramsutils.OptParams 0 4 5 10 0
c.t.a.m.c.u.paramsutils.D..$ 0 0 3 3 0
c.t.a.m.c.u.paramsutils.C..$ 0 0 3 3 0
c.t.a.m.c.u.paramsutils.MomentumParams 0 1 20 190 0
c.t.a.m.c.u.paramsutils.I..$ 0 0 3 3 0
c.t.a.m.c.u.paramsutils.M..$ 0 0 3 3 0
c.t.a.m.c.u.paramsutils.J..$ 0 0 3 3 0
c.t.a.m.c.u.paramsutils.LossFuncParams 0 1 2 1 0
c.t.a.m.c.u.paramsutils.TrainParams 0 5 6 15 0
c.t.a.m.c.u.paramsutils.LayerParams 0 2 2 1 0
c.t.a.m.c.u.paramsutils.LossLayerParams 0 2 18 153 0
c.t.a.m.c.u.paramsutils.A..$ 0 0 3 3 0
c.t.a.m.c.u.paramsutils.JsonUtils 0 0 0 0 0
c.t.a.m.c.u.paramsutils.AdamParams 0 2 22 231 0
c.t.a.m.c.u.paramsutils.D..$ 0 1 2 1 0
c.t.a.m.c.u.paramsutils.DropoutTransFuncParams 0 2 16 120 0
c.t.a.m.c.u.paramsutils.F..$ 0 0 3 3 0
c.t.a.m.c.u.paramsutils.J..$ 0 0 9 36 0
c.t.a.m.c.u.paramsutils.O..$ 0 5 7 21 0
c.t.a.m.l.a.structures.IntTraverseHashMap 0 4 2 1 0
c.t.a.m.l.a.structures.FTree 1 3 7 21 21
c.t.a.m.l.a.structures.ShortTraverseHashMap 0 4 2 1 0
c.t.a.m.l.a.structures.S2STightTraverseMap 0.359 1 13 78 28
c.t.a.m.l.a.structures.S2BTraverseMap 0.2967 4 14 91 27
c.t.a.m.l.a.structures.TraverseHashMap 0 0 0 0 0
c.t.a.m.l.a.structures.I2ITranverseMap 0.4359 4 13 78 34
c.t.a.m.l.a.structures.S2ITraverseMap 0.2967 4 14 91 27
c.t.a.m.l.a.structures.S2BTightTraverseMap 0.3077 1 14 91 28
c.t.a.m.l.a.structures.S2STraverseMap 0.3462 4 13 78 27
c.t.a.m.c.conf.S..$ 0 2 31 465 0
c.t.a.m.c.conf.M..$ 0 136 136 9180 0
c.t.a.m.c.conf.SharedConf 0 2 28 378 0
c.t.a.m.c.conf.MLConf 0 0 0 0 0
c.t.a.m.c.n.layers.LinearLayerMeta 0 0 0 0 0
c.t.a.m.c.n.layers.STATUS 0 0 0 0 0
c.t.a.m.c.n.layers.PlaceHolder 0.0182 7 11 55 1
c.t.a.m.c.n.layers.LinearLayer 0 1 1 0 0
c.t.a.m.c.n.layers.InputLayer 0 0 0 0 0
c.t.a.m.c.n.layers.AngelGraph 0.0023 9 30 435 1
c.t.a.m.c.n.layers.TimeStats 0.0659 7 14 91 6
c.t.a.m.c.n.layers.JoinLayerMeta 0 0 0 0 0
c.t.a.m.c.n.layers.S..$ 0 5 5 10 0
c.t.a.m.c.n.layers.T..$ 0 0 6 15 0
c.t.a.m.c.n.layers.JoinLayer 0 1 1 0 0
c.t.a.m.c.n.layers.Layer 0.0182 6 11 55 1
c.t.a.m.c.n.layers.InputLayerMeta 0 0 0 0 0
c.t.a.m.c.n.layers.LayerMeta 0 0 1 0 0
c.t.a.m.core.PredictTask 0 2 4 6 0
c.t.a.m.core.TrainTask 0 1 7 21 0
c.t.a.m.core.MLLearner 0 3 3 3 0
c.t.a.m.core.M..$class 0 0 0 0 0
c.t.a.m.c.n.l.join.DotPooling 0.0667 4 10 45 3
c.t.a.m.c.n.l.join.ConcatLayer 0.0556 4 9 36 2
c.t.a.m.c.n.l.join.SumPooling 0.0714 3 8 28 2
c.t.a.m.c.n.l.join.MulPooling 0.0714 3 8 28 2
c.t.a.m.GBDT.a.sketch.QuantileSketchException 0 0 0 0 0
c.t.a.m.GBDT.a.sketch.SketchUtils 0 0 0 0 0
c.t.a.m.GBDT.a.sketch.HeapQuantileSketch 0.7544 11 19 171 129
c.t.a.m.c.o.loss.LogLoss 0 0 5 10 0
c.t.a.m.c.o.loss.HingeLoss 0 0 5 10 0
c.t.a.m.c.o.loss.CrossEntropyLoss 0 1 6 15 0
c.t.a.m.c.o.loss.HuberLoss 0.3 1 5 10 3
c.t.a.m.c.o.loss.SoftmaxLoss 0 0 5 10 0
c.t.a.m.c.o.loss.L2Loss 0 0 5 10 0
c.t.a.m.GBDT.G..$ 0 10 13 78 0
c.t.a.m.GBDT.GBDTPredictTask 0 0 2 1 0
c.t.a.m.GBDT.G..$ 0 0 3 3 0
c.t.a.m.GBDT.GBDTLearner 0 3 8 28 0
c.t.a.m.GBDT.GBDTModel 0.0067 23 25 300 2
c.t.a.m.GBDT.GBDTPredictResult 0 4 17 136 0
c.t.a.m.GBDT.GBDTTrainTask 0.0357 7 8 28 1
c.t.a.m.GBDT.GBDTRunner 0 1 6 15 0
c.t.a.m.c.n.l.verge.Embedding 0.0119 16 23 253 3
c.t.a.m.c.n.l.verge.SimpleInputLayer 0.0199 18 27 351 7
c.t.a.m.c.n.l.verge.SimpleLossLayer 0.1364 5 12 66 9
c.t.a.m.l.algo.Document 0 3 1 0 0
c.t.a.m.l.algo.BinarySearch 0 0 0 0 0
c.t.a.m.l.algo.Sampler 0.25 16 9 36 9
c.t.a.m.l.algo.CSRTokens 0 12 1 0 0
c.t.a.m.GBDT.a.tree.TSplitValueHelper 0 0 0 0 0
c.t.a.m.GBDT.a.tree.TAvgDisSplit 0 0 0 0 0
c.t.a.m.GBDT.a.tree.Tree 0 0 0 0 0
c.t.a.m.GBDT.a.tree.TYahooSketchSplit 0 0 0 0 0
c.t.a.m.GBDT.a.tree.SplitEntry 0.6727 5 11 55 37
c.t.a.m.GBDT.a.tree.TNode 0.0909 6 12 66 6
c.t.a.m.c.optimizer.FTRL 0 2 3 3 0
c.t.a.m.c.optimizer.O..$class 0 0 0 0 0
c.t.a.m.c.optimizer.GradientDescent 0.033 4 14 91 3
c.t.a.m.c.optimizer.Momentum 0 1 6 15 0
c.t.a.m.c.optimizer.Adam 0 4 8 28 0
c.t.a.m.c.optimizer.OptUtils 0 0 0 0 0
c.t.a.m.c.optimizer.A..$ 0 0 3 3 0
c.t.a.m.c.optimizer.O..$ 0 0 4 6 0
c.t.a.m.c.optimizer.G..$ 0 0 1 0 0
c.t.a.m.c.optimizer.SGD 0 0 4 6 0
c.t.a.m.c.optimizer.M..$ 0 0 1 0 0
c.t.a.m.c.utils.PSMatrixUtils 0 0 0 0 0
c.t.a.m.c.utils.SubOneTrans 0 0 1 0 0
c.t.a.m.c.utils.ReflectionUtils 0 0 0 0 0
c.t.a.m.c.utils.DataParser 0 0 0 0 0
c.t.a.m.c.utils.ZeroOneTrans 0 1 1 0 0
c.t.a.m.c.utils.DummyDataParser 0 5 20 190 0
c.t.a.m.c.utils.T..$ 0 0 2 1 0
c.t.a.m.c.utils.D..$ 0 0 3 3 0
c.t.a.m.c.utils.Maths 0 0 0 0 0
c.t.a.m.c.utils.AddOneTrans 0 0 1 0 0
c.t.a.m.c.utils.D..$ 0 0 3 3 0
c.t.a.m.c.utils.Z..$ 0 0 1 0 0
c.t.a.m.c.utils.H..$ 0 1 2 1 0
c.t.a.m.c.utils.N..$ 0 0 6 15 0
c.t.a.m.c.utils.DenseDataParser 0 5 20 190 0
c.t.a.m.c.utils.NetUtils 0 0 0 0 0
c.t.a.m.c.utils.LibSVMDataParser 0 5 20 190 0
c.t.a.m.c.utils.R..$ 0 2 2 1 0
c.t.a.m.c.utils.L..$ 0 0 3 3 0
c.t.a.m.c.utils.PosNegTrans 0 1 1 0 0
c.t.a.m.c.utils.NoTrans 0 0 1 0 0
c.t.a.m.c.utils.ValidationUtils 1 3 4 6 6
c.t.a.m.c.utils.HDFSUtils 0 0 0 0 0
c.t.a.m.c.utils.P..$ 0 0 1 0 0
c.t.a.m.c.utils.D..$ 0 0 1 0 0
c.t.a.m.c.utils.P..$ 0 0 15 105 0
c.t.a.m.lda.L..$S..$ 0 5 5 10 0
c.t.a.m.lda.L..$Task 0 5 1 0 0
c.t.a.m.lda.LDARunner 0 1 8 28 0
c.t.a.m.lda.LDAPredictTask 0.0385 5 13 78 3
c.t.a.m.lda.L..$ 0 16 17 136 0
c.t.a.m.lda.LDAIncTask 0.0667 4 10 45 3
c.t.a.m.lda.LDAModel 0.0092 20 26 325 3
c.t.a.m.lda.LDATrainTask 0.0545 5 11 55 3
c.t.a.m.lda.LDALearner 0.0333 15 36 630 21
c.t.a.m.c.kmeans.K..$ 0 2 2 1 0
c.t.a.m.c.kmeans.K..$ 0 0 5 10 0
c.t.a.m.c.kmeans.KMeansTrainTask 0.0182 7 11 55 1
c.t.a.m.c.kmeans.KMeansResult 0 4 17 136 0
c.t.a.m.c.kmeans.K..$ 0 3 4 6 0
c.t.a.m.c.kmeans.KMeansPredictTask 0 1 2 1 0
c.t.a.m.c.kmeans.KMeansLearner 0 6 12 66 0
c.t.a.m.c.kmeans.KMeansModel 0.022 8 14 91 2
c.t.a.m.c.kmeans.KMeansRunner 0 1 5 10 0
c.t.a.m.c.graphsubmit.G..$ 0 0 3 3 0
c.t.a.m.c.graphsubmit.GraphTrainTask 0.0152 10 12 66 1
c.t.a.m.c.graphsubmit.GraphModel 0.0095 7 15 105 1
c.t.a.m.c.graphsubmit.GraphLearner 0 9 14 91 0
c.t.a.m.c.graphsubmit.GraphRunner 0 1 6 15 0
c.t.a.m.c.graphsubmit.GraphPredictTask 0 0 2 1 0
c.t.a.m.c.graphsubmit.G..$ 0 0 4 6 0
c.t.a.m.c.graphsubmit.S..$ 0 0 3 3 0
c.t.a.m.c.graphsubmit.GraphPredictResult 0 4 18 153 0
c.t.a.m.c.graphsubmit.SoftmaxPredictResult 0 5 20 190 0
c.t.a.m.c.n.transfunc.Tanh 0 0 2 1 0
c.t.a.m.c.n.transfunc.TanhWithDropout 0 2 2 1 0
c.t.a.m.c.n.transfunc.SigmoidWithDropout 0 2 2 1 0
c.t.a.m.c.n.transfunc.Identity 0 0 2 1 0
c.t.a.m.c.n.transfunc.Softmax 0 0 2 1 0
c.t.a.m.c.n.transfunc.Relu 0 0 2 1 0
c.t.a.m.c.n.transfunc.Dropout 1 2 2 1 1
c.t.a.m.c.n.transfunc.Sigmoid 0 0 2 1 0
c.t.a.m.classification.N..$ 0 0 1 0 0
c.t.a.m.classification.LogisticRegression 0 3 4 6 0
c.t.a.m.classification.W..$ 0 0 1 0 0
c.t.a.m.classification.S..$ 0 0 1 0 0
c.t.a.m.classification.SoftmaxRegression 0 4 5 10 0
c.t.a.m.classification.D..$ 0 0 1 0 0
c.t.a.m.classification.SupportVectorMachine 0 3 4 6 0
c.t.a.m.classification.ProductNeuralNetwork 0 1 3 3 0
c.t.a.m.classification.MixedLogisticRegression 0 4 5 10 0
c.t.a.m.classification.DeepFM 0 1 2 1 0
c.t.a.m.classification.FactorizationMachines 0 5 6 15 0
c.t.a.m.classification.F..$ 0 0 1 0 0
c.t.a.m.classification.P..$ 0 0 1 0 0
c.t.a.m.classification.WideAndDeep 0 1 2 1 0
c.t.a.m.classification.NeuralFactorizationMachines 0 2 3 3 0
c.t.a.m.classification.L..$ 0 0 1 0 0
c.t.a.m.classification.S..$ 0 0 1 0 0
c.t.a.m.classification.M..$ 0 0 1 0 0
c.t.a.m.GBDT.algo.FeatureMeta 0.3333 3 4 6 2
c.t.a.m.GBDT.algo.HistCalThread 0 4 1 0 0
c.t.a.m.GBDT.algo.GradHistThread 0 5 1 0 0
c.t.a.m.GBDT.algo.HistSubThread 0 2 1 0 0
c.t.a.m.GBDT.algo.AfterSplitThread 0 6 1 0 0
c.t.a.m.GBDT.algo.GBDTController 0.5043 29 27 351 177
c.t.a.m.p.columns.GetColsFunc 0 0 2 1 0
c.t.a.m.p.columns.UpdateColsParam 0 4 1 0 0
c.t.a.m.p.columns.PartitionGetColsResult 1 3 3 3 3
c.t.a.m.p.columns.GetColsParam 0 3 1 0 0
c.t.a.m.p.columns.PartitionUpdateColsParam 1 4 2 1 1
c.t.a.m.p.columns.GetColsResult 0 1 0 0 0
c.t.a.m.p.columns.PartitionGetColsParam 1 3 3 3 3
c.t.a.m.p.columns.UpdateColsFunc 0 0 1 0 0
c.t.a.m.GBDT.a.RegTree.GradPair 0.3333 2 4 6 2
c.t.a.m.GBDT.a.RegTree.RegTree 0 4 4 6 0
c.t.a.m.GBDT.a.RegTree.RegTNodeStat 0.1667 6 4 6 1
c.t.a.m.GBDT.a.RegTree.GradStats 0.3714 3 15 105 39
c.t.a.m.GBDT.a.RegTree.RegTDataStore 0.1765 10 17 136 24
c.t.a.m.GBDT.a.RegTree.GradHistHelper 1 2 4 6 6
c.t.a.m.c.n.l.linear.BiInnerSumCross 0.0364 4 11 55 2
c.t.a.m.c.n.l.linear.BiInteractionCross 0.0714 4 8 28 2
c.t.a.m.c.n.l.linear.BiInnerCross 0.0444 4 10 45 2
c.t.a.m.c.n.l.linear.FCLayer 0.0237 21 31 465 11
c.t.a.m.c.n.l.linear.BiOutterCross 0.0714 4 8 28 2
c.t.a.m.GBDT.param.RegTParam 0.2857 21 7 21 6
c.t.a.m.GBDT.param.TreeParam 0 11 1 0 0
c.t.a.m.GBDT.param.GBDTParam 1 15 2 1 1
c.t.a.m.c.o.decayer.C..$ 0 0 1 0 0
c.t.a.m.c.o.decayer.WarmRestarts 0.0727 6 11 55 4
c.t.a.m.c.o.decayer.P..$ 0 0 1 0 0
c.t.a.m.c.o.decayer.PiecewiseConstant 0 6 2 1 0
c.t.a.m.c.o.decayer.I..$ 0 0 1 0 0
c.t.a.m.c.o.decayer.CosineDecayRestarts 0 6 2 1 0
c.t.a.m.c.o.decayer.StandardDecay 0.0667 4 6 15 1
c.t.a.m.c.o.decayer.ExponentialDecay 0 5 2 1 0
c.t.a.m.c.o.decayer.C..$ 0 0 3 3 0
c.t.a.m.c.o.decayer.L..$ 0 0 3 3 0
c.t.a.m.c.o.decayer.E..$ 0 0 2 1 0
c.t.a.m.c.o.decayer.InverseTimeDecay 0 5 2 1 0
c.t.a.m.c.o.decayer.PolynomialDecay 0 6 2 1 0
c.t.a.m.c.o.decayer.S..$class 0 0 0 0 0
c.t.a.m.c.o.decayer.LinearCosineDecay 0 10 2 1 0
c.t.a.m.c.o.decayer.CosineDecay 0 4 2 1 0
c.t.a.m.p.optimizer.OptMMUpdateFunc 0 0 0 0 0
c.t.a.m.p.optimizer.PGDUpdateFunc 0 0 1 0 0
c.t.a.m.p.optimizer.SGDUpdateFunc 0 0 1 0 0
c.t.a.m.p.optimizer.MomentumUpdateFunc 0 0 1 0 0
c.t.a.m.p.optimizer.FTRLUpdateFunc 0 0 1 0 0
c.t.a.m.p.optimizer.AdamUpdateFunc 0 0 1 0 0
c.t.a.m.regression.RobustRegression 0 1 2 1 0
c.t.a.m.regression.L..$ 0 0 1 0 0
c.t.a.m.regression.LinearRegression 0 1 2 1 0
c.t.a.m.regression.R..$ 0 0 1 0 0

Download XML.