logo

Back to index

OCC

Min: 0.0333, max: 0.9375, yellow zone: [0.4000 .. 0.6000].

Elements: 63, μ: 0.2938, σ: 0.2453, Var: 0.0602, defects: 27%.

Packages: 32, classes: 281.

Green: 46, yellow: 12, red: 223.

Class OCC n A Rw_total
c.t.a.m.GBDT.metric.ErrorEvalMetric 0 3 1 0
c.t.a.m.GBDT.metric.LogErrorMetric 0 3 0 0
c.t.a.m.GBDT.metric.RMSEMetric 0 3 0 0
c.t.a.m.GBDT.metric.MAEMetric 0 3 0 0
c.t.a.m.GBDT.metric.MultiErrorMetric 0 4 0 0
c.t.a.m.GBDT.metric.LogLossMetric 0 3 0 0
c.t.a.m.GBDT.objective.L..$BinaryLogisticLoss 0 1 0 0
c.t.a.m.GBDT.objective.L..$LinearSquareLoss 0 7 0 0
c.t.a.m.GBDT.objective.Loss NaN 0 0 0
c.t.a.m.GBDT.objective.L..$LogisticLoss 0 7 1 0
c.t.a.m.GBDT.objective.RegLossObj 0.75 5 4 6 0.75
c.t.a.m.GBDT.objective.SoftmaxMultiClassObj 0.2 6 5 1 0.2
c.t.a.m.GBDT.objective.L..$DirectLogisticLoss 0 4 0 0
c.t.a.m.l.psf.LikelihoodParam 0 1 1 0
c.t.a.m.l.psf.LikelihoodFunc 0 2 1 0
c.t.a.m.l.psf.L..$LikelihoodPartParam 0.6667 4 1 3 0.6666666666666666
c.t.a.m.l.psf.GetPartFunc 0 2 1 0
c.t.a.m.l.psf.UpdatePartFunc 0 3 1 0
c.t.a.m.l.psf.CSRPartUpdateParam 0.5 3 3 1 0.5
c.t.a.m.l.psf.GetColumnFunc 0 2 1 0
c.t.a.m.l.psf.ColumnGetResult NaN 0 1 0
c.t.a.m.l.psf.GetColumnParam 0 1 1 0
c.t.a.m.l.psf.PartCSRResult 0.3333 7 5 3 0.3333333333333333
c.t.a.m.l.psf.PartColumnResult 0.6667 4 2 3 0.6666666666666666
c.t.a.m.l.psf.ResetFunc 0 1 0 0
c.t.a.m.GBDT.psf.HistAggrParam 0 1 5 0
c.t.a.m.GBDT.psf.GBDTGradHistGetRowFunc 1 2 1 1 1
c.t.a.m.GBDT.psf.H..$HistPartitionAggrParam 0.8571 8 5 11 0.8571428571428571
c.t.a.m.GBDT.psf.GBDTGradHistGetRowResult 0 1 1 0
c.t.a.m.c.u.paramsutils.P..$ 0 50 51 0
c.t.a.m.c.u.paramsutils.MomentumParams 0 20 1 0
c.t.a.m.c.u.paramsutils.JsonUtils NaN 0 0 0
c.t.a.m.c.u.paramsutils.LayerParams 0 3 2 0
c.t.a.m.c.u.paramsutils.F..$ 0 3 1 0
c.t.a.m.c.u.paramsutils.FCLayerParams 0 22 4 0
c.t.a.m.c.u.paramsutils.D..$ 0 2 2 0
c.t.a.m.c.u.paramsutils.A..$ 0 3 1 0
c.t.a.m.c.u.paramsutils.T..$ 0 6 5 0
c.t.a.m.c.u.paramsutils.H..$ 0 5 1 0
c.t.a.m.c.u.paramsutils.HuberLossParams 0 14 1 0
c.t.a.m.c.u.paramsutils.DataParams 0 10 9 0
c.t.a.m.c.u.paramsutils.L..$ 0 14 14 0
c.t.a.m.c.u.paramsutils.LossLayerParams 0 18 2 0
c.t.a.m.c.u.paramsutils.I..$ 0 3 1 0
c.t.a.m.c.u.paramsutils.A..$ 0 3 1 0
c.t.a.m.c.u.paramsutils.F..$ 0 3 1 0
c.t.a.m.c.u.paramsutils.J..$ 0 3 1 0
c.t.a.m.c.u.paramsutils.AdaGradParams 0 20 1 0
c.t.a.m.c.u.paramsutils.TrainParams 0 8 7 0
c.t.a.m.c.u.paramsutils.FTRLParams 0 22 2 0
c.t.a.m.c.u.paramsutils.T..$ 0 2 2 0
c.t.a.m.c.u.paramsutils.M..$ 0 2 2 0
c.t.a.m.c.u.paramsutils.C..$ 0 3 1 0
c.t.a.m.c.u.paramsutils.O..$ 0 9 8 0
c.t.a.m.c.u.paramsutils.LossFuncParams 0 2 1 0
c.t.a.m.c.u.paramsutils.AdamParams 0 22 2 0
c.t.a.m.c.u.paramsutils.EmbeddingParams 0 20 3 0
c.t.a.m.c.u.paramsutils.ParamKeys NaN 0 0 0
c.t.a.m.c.u.paramsutils.M..$ 0 3 1 0
c.t.a.m.c.u.paramsutils.AdaDeltaParams 0 22 2 0
c.t.a.m.c.u.paramsutils.DropoutTransFuncParams 0 16 2 0
c.t.a.m.c.u.paramsutils.InputLayerParams 0 20 3 0
c.t.a.m.c.u.paramsutils.TransFuncParams 0 2 1 0
c.t.a.m.c.u.paramsutils.D..$ 0 3 1 0
c.t.a.m.c.u.paramsutils.L..$ 0 3 2 0
c.t.a.m.c.u.paramsutils.CrossLayerParams 0 18 2 0
c.t.a.m.c.u.paramsutils.L..$ 0 3 1 0
c.t.a.m.c.u.paramsutils.E..$ 0 3 1 0
c.t.a.m.c.u.paramsutils.A..$ 0 3 1 0
c.t.a.m.c.u.paramsutils.ModelParams 0 6 5 0
c.t.a.m.c.u.paramsutils.OptParams 0 5 4 0
c.t.a.m.c.u.paramsutils.J..$ 0 9 1 0
c.t.a.m.c.u.paramsutils.JoinLayerParams 0 18 2 0
c.t.a.m.l.a.structures.S2STightTraverseMap 0.5833 13 1 28 0.5833333333333334
c.t.a.m.l.a.structures.FTree 1 7 3 21 1
c.t.a.m.l.a.structures.TraverseHashMap 0 14 0 0
c.t.a.m.l.a.structures.I2ITranverseMap 0.5833 13 4 34 0.5833333333333334
c.t.a.m.l.a.structures.IntTraverseHashMap 0 2 4 0
c.t.a.m.l.a.structures.ShortTraverseHashMap 0 2 4 0
c.t.a.m.l.a.structures.S2ITraverseMap 0.4615 14 4 27 0.46153846153846156
c.t.a.m.l.a.structures.S2BTraverseMap 0.4615 14 4 27 0.46153846153846156
c.t.a.m.l.a.structures.S2STraverseMap 0.5 13 4 27 0.5
c.t.a.m.l.a.structures.S2BTightTraverseMap 0.5385 14 1 28 0.5384615384615384
c.t.a.m.c.conf.MLConf NaN 0 0 0
c.t.a.m.c.conf.SharedConf 0 28 2 0
c.t.a.m.c.conf.M..$ 0 163 164 0
c.t.a.m.c.conf.S..$ 0 31 3 0
c.t.a.m.p.compress.QuantifyFloatParam 0 1 3 0
c.t.a.m.p.compress.QuantifyDoubleParam 0 1 3 0
c.t.a.m.p.compress.QuantifyDoubleFunc 0 1 0 0
c.t.a.m.p.compress.Q..$QuantifyDoublePartUParam 0.8 6 7 9 0.8
c.t.a.m.p.compress.QuantifyFloatFunc 0 1 0 0
c.t.a.m.p.compress.Q..$QuantifyFloatPartParam 0.8 6 6 9 0.8
c.t.a.m.c.n.layers.LinearLayer 0 2 1 0
c.t.a.m.c.n.layers.LayerMeta 0 1 0 0
c.t.a.m.c.n.layers.T..$ 0 6 1 0
c.t.a.m.c.n.layers.S..$ 0 5 6 0
c.t.a.m.c.n.layers.InputLayerMeta NaN 0 0 0
c.t.a.m.c.n.layers.InputLayer 0 1 0 0
c.t.a.m.c.n.layers.LinearLayerMeta NaN 0 0 0
c.t.a.m.c.n.layers.JoinLayer 0 2 1 0
c.t.a.m.c.n.layers.STATUS NaN 0 0 0
c.t.a.m.c.n.layers.TimeStats 0.0769 14 7 6 0.07692307692307693
c.t.a.m.c.n.layers.JoinLayerMeta NaN 0 0 0
c.t.a.m.c.n.layers.Layer 0.0909 12 6 1 0.09090909090909091
c.t.a.m.c.n.layers.AngelGraph 0.0333 31 9 1 0.03333333333333333
c.t.a.m.c.n.layers.PlaceHolder 0.1 11 10 1 0.1
c.t.a.m.core.TrainTask 0 8 1 0
c.t.a.m.core.M..$class NaN 0 0 0
c.t.a.m.core.MLLearner 0 4 3 0
c.t.a.m.core.PredictTask 0 5 2 0
c.t.a.m.c.n.l.join.ConcatLayer 0.125 9 4 2 0.125
c.t.a.m.c.n.l.join.SumPooling 0.1429 8 3 2 0.14285714285714285
c.t.a.m.c.n.l.join.MulPooling 0.1429 8 3 2 0.14285714285714285
c.t.a.m.c.n.l.join.DotPooling 0.1111 10 4 3 0.1111111111111111
c.t.a.m.c.o.loss.HuberLoss 0.5 5 1 3 0.5
c.t.a.m.c.o.loss.SoftmaxLoss 0 5 0 0
c.t.a.m.c.o.loss.CrossEntropyLoss 0 6 1 0
c.t.a.m.c.o.loss.LogLoss 0 5 0 0
c.t.a.m.c.o.loss.HingeLoss 0 5 0 0
c.t.a.m.c.o.loss.L2Loss 0 5 0 0
c.t.a.m.GBDT.a.sketch.HeapQuantileSketch 1 19 13 129 1
c.t.a.m.GBDT.a.sketch.QuantileSketchException NaN 0 0 0
c.t.a.m.GBDT.a.sketch.SketchUtils NaN 0 1 0
c.t.a.m.GBDT.GBDTPredictTask 0 2 0 0
c.t.a.m.GBDT.G..$ 0 3 1 0
c.t.a.m.GBDT.G..$ 0 13 11 0
c.t.a.m.GBDT.GBDTTrainTask 0.1429 8 7 1 0.14285714285714285
c.t.a.m.GBDT.GBDTPredictResult 0 17 4 0
c.t.a.m.GBDT.GBDTRunner 0 6 1 0
c.t.a.m.GBDT.GBDTModel 0.0417 25 23 2 0.041666666666666664
c.t.a.m.GBDT.GBDTLearner 0 8 3 0
c.t.a.m.c.n.l.verge.SimpleLossLayer 0.3333 13 5 13 0.3333333333333333
c.t.a.m.c.n.l.verge.Embedding 0.0435 24 17 3 0.043478260869565216
c.t.a.m.c.n.l.verge.SimpleInputLayer 0.0333 31 21 7 0.03333333333333333
c.t.a.m.l.algo.BinarySearch NaN 0 0 0
c.t.a.m.l.algo.Document 0 1 3 0
c.t.a.m.l.algo.CSRTokens 0 1 12 0
c.t.a.m.l.algo.Sampler 0.5 9 17 9 0.5
c.t.a.m.c.utils.SubOneTrans 0 1 0 0
c.t.a.m.c.utils.D..$ 0 3 1 0
c.t.a.m.c.utils.H..$ 0 2 2 0
c.t.a.m.c.utils.D..$ 0 3 1 0
c.t.a.m.c.utils.R..$ 0 2 3 0
c.t.a.m.c.utils.ReflectionUtils NaN 0 0 0
c.t.a.m.c.utils.P..$ 0 1 1 0
c.t.a.m.c.utils.ZeroOneTrans 0 1 1 0
c.t.a.m.c.utils.DenseDataParser 0 22 5 0
c.t.a.m.c.utils.N..$ 0 6 1 0
c.t.a.m.c.utils.J..$Quantification NaN 0 0 0
c.t.a.m.c.utils.P..$ 0 15 1 0
c.t.a.m.c.utils.T..$ 0 2 1 0
c.t.a.m.c.utils.DataParser 0 3 1 0
c.t.a.m.c.utils.D..$ 0 1 1 0
c.t.a.m.c.utils.HDFSUtils NaN 0 0 0
c.t.a.m.c.utils.Z..$ 0 1 1 0
c.t.a.m.c.utils.JCompressUtils NaN 0 2 0
c.t.a.m.c.utils.NetUtils NaN 0 0 0
c.t.a.m.c.utils.LibSVMDataParser 0 22 5 0
c.t.a.m.c.utils.Maths NaN 0 0 0
c.t.a.m.c.utils.AddOneTrans 0 1 0 0
c.t.a.m.c.utils.NoTrans 0 1 0 0
c.t.a.m.c.utils.ValidationUtils 1 4 5 6 1
c.t.a.m.c.utils.L..$ 0 3 1 0
c.t.a.m.c.utils.PosNegTrans 0 1 1 0
c.t.a.m.c.utils.DummyDataParser 0 22 5 0
c.t.a.m.c.utils.PSMatrixUtils NaN 0 0 0
c.t.a.m.c.optimizer.O..$ 0 4 1 0
c.t.a.m.c.optimizer.FTRL 0.1667 7 3 1 0.16666666666666666
c.t.a.m.c.optimizer.Optimizer 0.0476 22 4 4 0.047619047619047616
c.t.a.m.c.optimizer.Adam 0.1667 7 4 1 0.16666666666666666
c.t.a.m.c.optimizer.AdaDelta 0.1667 7 4 1 0.16666666666666666
c.t.a.m.c.optimizer.AdaGrad 0.2 6 3 1 0.2
c.t.a.m.c.optimizer.Momentum 0.1667 7 2 1 0.16666666666666666
c.t.a.m.c.optimizer.OptUtils NaN 0 0 0
c.t.a.m.c.optimizer.SGD 0.25 5 1 1 0.25
c.t.a.m.GBDT.a.tree.TSplitValueHelper NaN 0 0 0
c.t.a.m.GBDT.a.tree.Tree NaN 0 0 0
c.t.a.m.GBDT.a.tree.SplitEntry 0.6 11 6 37 0.6
c.t.a.m.GBDT.a.tree.TAvgDisSplit NaN 0 0 0
c.t.a.m.GBDT.a.tree.TYahooSketchSplit NaN 0 0 0
c.t.a.m.GBDT.a.tree.TNode 0.0909 12 6 6 0.09090909090909091
c.t.a.m.lda.L..$S..$ 0 5 5 0
c.t.a.m.lda.L..$Task 0 1 5 0
c.t.a.m.lda.LDAIncTask 0.1111 10 4 3 0.1111111111111111
c.t.a.m.lda.LDARunner 0 8 1 0
c.t.a.m.lda.LDATrainTask 0.1 11 5 3 0.1
c.t.a.m.lda.LDAModel 0.04 26 20 3 0.04
c.t.a.m.lda.LDAPredictTask 0.0833 13 5 3 0.08333333333333333
c.t.a.m.lda.L..$ 0 17 17 0
c.t.a.m.lda.LDALearner 0.1714 36 15 21 0.17142857142857143
c.t.a.m.c.kmeans.KMeansTrainTask 0.1 11 7 1 0.1
c.t.a.m.c.kmeans.K..$ 0 4 4 0
c.t.a.m.c.kmeans.KMeansModel 0.0769 14 8 2 0.07692307692307693
c.t.a.m.c.kmeans.KMeansResult 0 17 4 0
c.t.a.m.c.kmeans.KMeansLearner 0 12 6 0
c.t.a.m.c.kmeans.KMeansPredictTask 0 2 1 0
c.t.a.m.c.kmeans.KMeansRunner 0 5 1 0
c.t.a.m.c.kmeans.K..$ 0 5 1 0
c.t.a.m.c.kmeans.K..$ 0 2 3 0
c.t.a.m.c.n.transfunc.Softmax 0 2 0 0
c.t.a.m.c.n.transfunc.Dropout 1 2 2 1 1
c.t.a.m.c.n.transfunc.Tanh 0 2 0 0
c.t.a.m.c.n.transfunc.Sigmoid 0 2 0 0
c.t.a.m.c.n.transfunc.TanhWithDropout 0 2 2 0
c.t.a.m.c.n.transfunc.SigmoidWithDropout 0 2 2 0
c.t.a.m.c.n.transfunc.Identity 0 2 0 0
c.t.a.m.c.n.transfunc.Relu 0 2 0 0
c.t.a.m.c.graphsubmit.GraphPredictTask 0 2 0 0
c.t.a.m.c.graphsubmit.GraphRunner 0 6 1 0
c.t.a.m.c.graphsubmit.GraphTrainTask 0.0909 12 10 1 0.09090909090909091
c.t.a.m.c.graphsubmit.G..$ 0 4 1 0
c.t.a.m.c.graphsubmit.G..$ 0 3 1 0
c.t.a.m.c.graphsubmit.GraphPredictResult 0 18 4 0
c.t.a.m.c.graphsubmit.S..$ 0 3 1 0
c.t.a.m.c.graphsubmit.GraphLearner 0 14 9 0
c.t.a.m.c.graphsubmit.SoftmaxPredictResult 0 20 5 0
c.t.a.m.c.graphsubmit.GraphModel 0.0714 15 7 1 0.07142857142857142
c.t.a.m.classification.ProductNeuralNetwork 0 3 1 0
c.t.a.m.classification.N..$ 0 1 1 0
c.t.a.m.classification.S..$ 0 1 1 0
c.t.a.m.classification.W..$ 0 1 1 0
c.t.a.m.classification.L..$ 0 1 1 0
c.t.a.m.classification.D..$ 0 1 1 0
c.t.a.m.classification.P..$ 0 1 1 0
c.t.a.m.classification.LogisticRegression 0 4 3 0
c.t.a.m.classification.WideAndDeep 0 2 1 0
c.t.a.m.classification.FactorizationMachines 0 6 5 0
c.t.a.m.classification.S..$ 0 1 1 0
c.t.a.m.classification.DeepFM 0 2 1 0
c.t.a.m.classification.F..$ 0 1 1 0
c.t.a.m.classification.NeuralFactorizationMachines 0 3 2 0
c.t.a.m.classification.SoftmaxRegression 0 5 4 0
c.t.a.m.classification.M..$ 0 1 1 0
c.t.a.m.classification.SupportVectorMachine 0 4 3 0
c.t.a.m.classification.MixedLogisticRegression 0 5 4 0
c.t.a.m.GBDT.algo.FeatureMeta 0.6667 4 4 2 0.6666666666666666
c.t.a.m.GBDT.algo.AfterSplitThread 0 1 7 0
c.t.a.m.GBDT.algo.HistCalThread 0 1 5 0
c.t.a.m.GBDT.algo.GBDTController 1 27 31 203 1
c.t.a.m.GBDT.algo.HistSubThread 0 1 3 0
c.t.a.m.GBDT.algo.GradHistThread 0 1 6 0
c.t.a.m.p.columns.GetColsParam 0 1 3 0
c.t.a.m.p.columns.PartitionGetColsResult 1 3 4 3 1
c.t.a.m.p.columns.UpdateColsFunc 0 1 0 0
c.t.a.m.p.columns.PartitionGetColsParam 1 3 3 3 1
c.t.a.m.p.columns.GetColsResult NaN 0 1 0
c.t.a.m.p.columns.GetColsFunc 0 2 0 0
c.t.a.m.p.columns.PartitionUpdateColsParam 1 2 5 1 1
c.t.a.m.p.columns.UpdateColsParam 0 1 4 0
c.t.a.m.GBDT.a.RegTree.RegTree 0 4 5 0
c.t.a.m.GBDT.a.RegTree.GradPair 0.3333 4 2 2 0.3333333333333333
c.t.a.m.GBDT.a.RegTree.GradStats 0.5 15 3 39 0.5
c.t.a.m.GBDT.a.RegTree.RegTNodeStat 0.3333 4 6 1 0.3333333333333333
c.t.a.m.GBDT.a.RegTree.GradHistHelper 1 4 4 6 1
c.t.a.m.GBDT.a.RegTree.RegTDataStore 0.9375 17 12 24 0.9375
c.t.a.m.c.n.l.linear.BiInteractionCross 0.1429 8 4 2 0.14285714285714285
c.t.a.m.c.n.l.linear.BiInnerCross 0.1111 10 4 2 0.1111111111111111
c.t.a.m.c.n.l.linear.FCLayer 0.0625 33 23 11 0.0625
c.t.a.m.c.n.l.linear.BiOutterCross 0.1429 8 4 2 0.14285714285714285
c.t.a.m.c.n.l.linear.BiInnerSumCross 0.1 11 4 2 0.1
c.t.a.m.c.o.decayer.S..$class NaN 0 0 0
c.t.a.m.c.o.decayer.ConstantLearningRate 0.25 5 3 1 0.25
c.t.a.m.c.o.decayer.CorrectionDecay 0.25 5 5 1 0.25
c.t.a.m.c.o.decayer.StandardDecay 0.25 5 4 1 0.25
c.t.a.m.c.o.decayer.WarmRestarts 0.1111 10 6 4 0.1111111111111111
c.t.a.m.c.o.decayer.S..$ 0 1 1 0
c.t.a.m.GBDT.param.TreeParam 0 1 12 0
c.t.a.m.GBDT.param.GBDTParam 1 2 15 1 1
c.t.a.m.GBDT.param.RegTParam 0.5 7 22 6 0.5
c.t.a.m.p.optimizer.AdaDeltaUpdateFunc 0 1 1 0
c.t.a.m.p.optimizer.PGDUpdateFunc 0 1 1 0
c.t.a.m.p.optimizer.AdaGradUpdateFunc 0 1 1 0
c.t.a.m.p.optimizer.MomentumUpdateFunc 0 1 1 0
c.t.a.m.p.optimizer.FTRLUpdateFunc 0 1 1 0
c.t.a.m.p.optimizer.AdamUpdateFunc 0 1 1 0
c.t.a.m.p.optimizer.OptMMUpdateFunc 0 1 1 0
c.t.a.m.regression.LinearRegression 0 2 1 0
c.t.a.m.regression.RobustRegression 0 2 1 0
c.t.a.m.regression.R..$ 0 1 1 0
c.t.a.m.regression.L..$ 0 1 1 0

Download XML.