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SCOM

Min: 0.0002, max: 1.7500, yellow zone: [0.4000 .. 0.6000].

Elements: 72, μ: 0.2639, σ: 0.3810, Var: 0.1452, defects: 15%.

Packages: 32, classes: 285.

Green: 114, yellow: 6, red: 165.

Class SCOM m pairs a SCOM_minK
c.t.a.m.GBDT.metric.LogErrorMetric NaN 3 3 0 NaN
c.t.a.m.GBDT.metric.RMSEMetric NaN 3 3 0 NaN
c.t.a.m.GBDT.metric.ErrorEvalMetric 0 3 3 1 0.999999999999999999
c.t.a.m.GBDT.metric.MultiErrorMetric NaN 4 6 0 NaN
c.t.a.m.GBDT.metric.MAEMetric NaN 3 3 0 NaN
c.t.a.m.GBDT.metric.LogLossMetric NaN 3 3 0 NaN
c.t.a.m.GBDT.objective.Loss NaN 0 0 0 NaN
c.t.a.m.GBDT.objective.SoftmaxMultiClassObj 0.0578 6 15 5 0.066666666666666665
c.t.a.m.GBDT.objective.L..$LinearSquareLoss NaN 7 21 0 NaN
c.t.a.m.GBDT.objective.L..$BinaryLogisticLoss NaN 1 0 0 NaN
c.t.a.m.GBDT.objective.RegLossObj 0.6625 5 10 4 0.1
c.t.a.m.GBDT.objective.L..$DirectLogisticLoss NaN 4 6 0 NaN
c.t.a.m.GBDT.objective.L..$LogisticLoss 0 7 21 1 0.999999999999999999
c.t.a.m.GBDT.psf.H..$HistPartitionAggrParam 0.6205 8 28 5 0.0528571428571428582
c.t.a.m.GBDT.psf.GBDTGradHistGetRowFunc 0 2 1 1 1
c.t.a.m.GBDT.psf.GBDTGradHistGetRowResult NaN 1 0 1 NaN
c.t.a.m.GBDT.psf.HistAggrParam NaN 1 0 5 NaN
c.t.a.m.l.psf.GetColumnParam NaN 1 0 1 NaN
c.t.a.m.l.psf.LikelihoodParam NaN 1 0 1 NaN
c.t.a.m.l.psf.L..$LikelihoodPartParam 1.2778 4 6 1 1.000000000000000002
c.t.a.m.l.psf.GetPartFunc 0 2 1 1 1
c.t.a.m.l.psf.PartColumnResult 0.592 4 6 2 0.2916666666666666655
c.t.a.m.l.psf.PartCSRResult 0.1143 7 21 5 0.0590476190476190488
c.t.a.m.l.psf.LikelihoodFunc 0 2 1 1 1
c.t.a.m.l.psf.UpdatePartFunc 0 3 3 1 0.999999999999999999
c.t.a.m.l.psf.CSRPartUpdateParam 0.4815 3 3 3 0.1481481481481481480185185185185185185
c.t.a.m.l.psf.GetColumnFunc 0 2 1 1 1
c.t.a.m.l.psf.ResetFunc NaN 1 0 0 NaN
c.t.a.m.l.psf.ColumnGetResult NaN 0 0 1 NaN
c.t.a.m.c.u.paramsutils.DataParams 0 10 45 9 0.022222222222222224
c.t.a.m.c.u.paramsutils.I..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.u.paramsutils.MomentumParams 0 20 190 1 0.99999999999999998
c.t.a.m.c.u.paramsutils.LayerParams 0 3 3 2 0.333333333333333334
c.t.a.m.c.u.paramsutils.L..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.u.paramsutils.JsonUtils NaN 0 0 0 NaN
c.t.a.m.c.u.paramsutils.LossFuncParams 0 2 1 1 1
c.t.a.m.c.u.paramsutils.J..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.u.paramsutils.OptParams 0 5 10 4 0.1
c.t.a.m.c.u.paramsutils.D..$ 0 2 1 2 0.375
c.t.a.m.c.u.paramsutils.M..$ 0 2 1 2 0.375
c.t.a.m.c.u.paramsutils.M..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.u.paramsutils.ModelParams 0 6 15 5 0.066666666666666665
c.t.a.m.c.u.paramsutils.H..$ 0 5 10 1 1
c.t.a.m.c.u.paramsutils.TransFuncParams 0 2 1 1 1
c.t.a.m.c.u.paramsutils.F..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.u.paramsutils.T..$ 0 2 1 2 0.375
c.t.a.m.c.u.paramsutils.HuberLossParams 0 14 91 1 0.999999999999999999
c.t.a.m.c.u.paramsutils.E..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.u.paramsutils.A..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.u.paramsutils.A..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.u.paramsutils.EmbeddingParams 0 20 190 3 0.1187134502923976809979532163742690055
c.t.a.m.c.u.paramsutils.JoinLayerParams 0 18 153 2 0.2573529411764705625
c.t.a.m.c.u.paramsutils.FCLayerParams 0 22 231 4 0.0689935064935064775
c.t.a.m.c.u.paramsutils.O..$ 0 9 36 8 0.027777777777777776
c.t.a.m.c.u.paramsutils.L..$ 0 14 91 14 0.005466472303206998571260372280780444
c.t.a.m.c.u.paramsutils.AdaDeltaParams 0 22 231 2 0.25595238095238101125
c.t.a.m.c.u.paramsutils.F..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.u.paramsutils.D..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.u.paramsutils.InputLayerParams 0 20 190 3 0.1187134502923976809979532163742690055
c.t.a.m.c.u.paramsutils.T..$ 0 6 15 5 0.066666666666666665
c.t.a.m.c.u.paramsutils.ParamKeys NaN 0 0 0 NaN
c.t.a.m.c.u.paramsutils.P..$ 0 50 1225 51 0.000399846212994991686273882101860352
c.t.a.m.c.u.paramsutils.J..$ 0 9 36 1 1.000000000000000008
c.t.a.m.c.u.paramsutils.L..$ 0 3 3 2 0.333333333333333334
c.t.a.m.c.u.paramsutils.CrossLayerParams 0 18 153 2 0.2573529411764705625
c.t.a.m.c.u.paramsutils.AdamParams 0 22 231 2 0.25595238095238101125
c.t.a.m.c.u.paramsutils.DropoutTransFuncParams 0 16 120 2 0.258333333333333354
c.t.a.m.c.u.paramsutils.C..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.u.paramsutils.A..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.u.paramsutils.AdaGradParams 0 20 190 1 0.99999999999999998
c.t.a.m.c.u.paramsutils.LossLayerParams 0 18 153 2 0.2573529411764705625
c.t.a.m.c.u.paramsutils.FTRLParams 0 22 231 2 0.25595238095238101125
c.t.a.m.c.u.paramsutils.TrainParams 0 8 28 7 0.035714285714285717
c.t.a.m.l.a.structures.S2ITraverseMap 0.377 14 91 4 0.0728021978021977955
c.t.a.m.l.a.structures.S2STightTraverseMap 0.9718 13 78 1 1.000000000000000038
c.t.a.m.l.a.structures.IntTraverseHashMap 0 2 1 4 0.15625
c.t.a.m.l.a.structures.FTree 0.9153 7 21 3 0.142857142857142857
c.t.a.m.l.a.structures.ShortTraverseHashMap 0 2 1 4 0.15625
c.t.a.m.l.a.structures.S2BTraverseMap 0.3753 14 91 4 0.0728021978021977955
c.t.a.m.l.a.structures.S2STraverseMap 0.4398 13 78 4 0.07692307692307692
c.t.a.m.l.a.structures.S2BTightTraverseMap 0.8357 14 91 1 0.999999999999999999
c.t.a.m.l.a.structures.TraverseHashMap NaN 14 91 0 NaN
c.t.a.m.l.a.structures.I2ITranverseMap 0.5119 13 78 4 0.07692307692307692
c.t.a.m.c.conf.SharedConf 0 28 378 2 0.2546296296296296775
c.t.a.m.c.conf.S..$ 0 31 465 3 0.118279569892473165
c.t.a.m.c.conf.MLConf NaN 0 0 0 NaN
c.t.a.m.c.conf.M..$ 0 140 9730 141 0.0000510178418734510992909171337184925
c.t.a.m.p.compress.QuantifyFloatFunc NaN 1 0 0 NaN
c.t.a.m.p.compress.Q..$QuantifyFloatPartParam 0.4489 6 15 6 0.0324074074074074070814814814814814815
c.t.a.m.p.compress.QuantifyDoubleFunc NaN 1 0 0 NaN
c.t.a.m.p.compress.QuantifyDoubleParam NaN 1 0 3 NaN
c.t.a.m.p.compress.Q..$QuantifyDoublePartUParam 0.3848 6 15 7 0.027210884353741497144217687074829932
c.t.a.m.p.compress.QuantifyFloatParam NaN 1 0 3 NaN
c.t.a.m.c.n.layers.AngelGraph 0.0002 31 465 9 0.0144962166467542666665073675826364
c.t.a.m.c.n.layers.S..$ 0 5 10 6 0.0388888888888888896694444444444444445
c.t.a.m.c.n.layers.T..$ 0 6 15 1 1.000000000000000005
c.t.a.m.c.n.layers.InputLayerMeta NaN 0 0 0 NaN
c.t.a.m.c.n.layers.LayerMeta NaN 1 0 0 NaN
c.t.a.m.c.n.layers.LinearLayerMeta NaN 0 0 0 NaN
c.t.a.m.c.n.layers.LinearLayer 0 2 1 1 1
c.t.a.m.c.n.layers.JoinLayerMeta NaN 0 0 0 NaN
c.t.a.m.c.n.layers.PlaceHolder 0.0018 11 55 10 0.01818181818181818
c.t.a.m.c.n.layers.JoinLayer 0 2 1 1 1
c.t.a.m.c.n.layers.InputLayer NaN 1 0 0 NaN
c.t.a.m.c.n.layers.Layer 0.0025 12 66 6 0.029882154882154879165824915824915825
c.t.a.m.c.n.layers.TimeStats 0.0094 14 91 7 0.021753756447634004571652836958959408
c.t.a.m.c.n.layers.STATUS NaN 0 0 0 NaN
c.t.a.m.core.M..$class NaN 0 0 0 NaN
c.t.a.m.core.TrainTask 0 8 28 1 0.999999999999999992
c.t.a.m.core.MLLearner 0 4 6 3 0.166666666666666668
c.t.a.m.core.PredictTask 0 5 10 2 0.3
c.t.a.m.c.n.l.join.SumPooling 0.0238 8 28 3 0.1309523809523809549940476190476190475
c.t.a.m.c.n.l.join.ConcatLayer 0.0139 9 36 4 0.083333333333333328
c.t.a.m.c.n.l.join.MulPooling 0.0238 8 28 3 0.1309523809523809549940476190476190475
c.t.a.m.c.n.l.join.DotPooling 0.0167 10 45 4 0.0770833333333333395
c.t.a.m.GBDT.a.sketch.QuantileSketchException NaN 0 0 0 NaN
c.t.a.m.GBDT.a.sketch.HeapQuantileSketch 0.6411 19 171 13 0.008270182359251185153673137478805495
c.t.a.m.GBDT.a.sketch.SketchUtils NaN 0 0 1 NaN
c.t.a.m.c.o.loss.CrossEntropyLoss 0 6 15 1 1.000000000000000005
c.t.a.m.c.o.loss.LogLoss NaN 5 10 0 NaN
c.t.a.m.c.o.loss.SoftmaxLoss NaN 5 10 0 NaN
c.t.a.m.c.o.loss.L2Loss NaN 5 10 0 NaN
c.t.a.m.c.o.loss.HingeLoss NaN 5 10 0 NaN
c.t.a.m.c.o.loss.HuberLoss 0.7 5 10 1 1
c.t.a.m.GBDT.G..$ 0 13 78 11 0.014091968637423188908984954439499894
c.t.a.m.GBDT.GBDTLearner 0 8 28 3 0.1309523809523809549940476190476190475
c.t.a.m.GBDT.GBDTPredictResult 0 17 136 4 0.07352941176470588
c.t.a.m.GBDT.GBDTRunner 0 6 15 1 1.000000000000000005
c.t.a.m.GBDT.G..$ 0 3 3 1 0.999999999999999999
c.t.a.m.GBDT.GBDTTrainTask 0.0051 8 28 7 0.035714285714285717
c.t.a.m.GBDT.GBDTModel 0.0003 25 300 23 0.003484562066792689217334593572778828
c.t.a.m.GBDT.GBDTPredictTask NaN 2 1 0 NaN
c.t.a.m.c.n.l.verge.SimpleInputLayer 0.001 31 465 21 0.003116085143734905857098968619705947
c.t.a.m.c.n.l.verge.SimpleLossLayer 0.1519 13 78 5 0.0476923076923076904
c.t.a.m.c.n.l.verge.Embedding 0.0006 24 276 17 0.004977182688932358058760844491249185
c.t.a.m.l.algo.CSRTokens NaN 1 0 12 NaN
c.t.a.m.l.algo.BinarySearch NaN 0 0 0 NaN
c.t.a.m.l.algo.Sampler 0.1342 9 36 17 0.0069204152249134941175990003844675125
c.t.a.m.l.algo.Document NaN 1 0 3 NaN
c.t.a.m.GBDT.a.tree.Tree NaN 0 0 0 NaN
c.t.a.m.GBDT.a.tree.TNode 0.0152 12 66 6 0.029882154882154879165824915824915825
c.t.a.m.GBDT.a.tree.SplitEntry 0.45 11 55 6 0.03232323232323232000101010101010101
c.t.a.m.GBDT.a.tree.TSplitValueHelper NaN 0 0 0 NaN
c.t.a.m.GBDT.a.tree.TAvgDisSplit NaN 0 0 0 NaN
c.t.a.m.GBDT.a.tree.TYahooSketchSplit NaN 0 0 0 NaN
c.t.a.m.c.optimizer.A..$ 0 2 1 1 1
c.t.a.m.c.optimizer.AdaGrad 0.0222 6 15 3 0.125925925925925924674074074074074074
c.t.a.m.c.optimizer.Optimizer 0.0043 22 231 4 0.0689935064935064775
c.t.a.m.c.optimizer.Adam 0.0119 7 21 4 0.0773809523809523825
c.t.a.m.c.optimizer.AdaDelta 0.0119 7 21 4 0.0773809523809523825
c.t.a.m.c.optimizer.SGD 0.1 5 10 1 1
c.t.a.m.c.optimizer.O..$ 0 4 6 1 1.000000000000000002
c.t.a.m.c.optimizer.M..$ NaN 1 0 1 NaN
c.t.a.m.c.optimizer.FTRL 0.0159 7 21 3 0.142857142857142857
c.t.a.m.c.optimizer.OptUtils NaN 0 0 0 NaN
c.t.a.m.c.optimizer.A..$ NaN 1 0 1 NaN
c.t.a.m.c.optimizer.Momentum 0.0238 7 21 2 0.28571428571428572
c.t.a.m.c.optimizer.A..$ NaN 1 0 1 NaN
c.t.a.m.c.utils.Z..$ NaN 1 0 1 NaN
c.t.a.m.c.utils.ValidationUtils 1.0341 4 6 5 0.0599999999999999994
c.t.a.m.c.utils.D..$ NaN 1 0 1 NaN
c.t.a.m.c.utils.ReflectionUtils NaN 0 0 0 NaN
c.t.a.m.c.utils.H..$ 0 2 1 2 0.375
c.t.a.m.c.utils.DataParser 0 3 3 1 0.999999999999999999
c.t.a.m.c.utils.AddOneTrans NaN 1 0 0 NaN
c.t.a.m.c.utils.D..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.utils.JCompressUtils NaN 0 0 2 NaN
c.t.a.m.c.utils.PSMatrixUtils NaN 0 0 0 NaN
c.t.a.m.c.utils.L..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.utils.R..$ 0 2 1 3 0.2222222222222222219444444444444444445
c.t.a.m.c.utils.N..$ 0 6 15 1 1.000000000000000005
c.t.a.m.c.utils.NetUtils NaN 0 0 0 NaN
c.t.a.m.c.utils.D..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.utils.SubOneTrans NaN 1 0 0 NaN
c.t.a.m.c.utils.DummyDataParser 0 22 231 5 0.045887445887445898
c.t.a.m.c.utils.LibSVMDataParser 0 22 231 5 0.045887445887445898
c.t.a.m.c.utils.J..$Quantification NaN 0 0 0 NaN
c.t.a.m.c.utils.Maths NaN 0 0 0 NaN
c.t.a.m.c.utils.P..$ NaN 1 0 1 NaN
c.t.a.m.c.utils.NoTrans NaN 1 0 0 NaN
c.t.a.m.c.utils.T..$ 0 2 1 1 1
c.t.a.m.c.utils.HDFSUtils NaN 0 0 0 NaN
c.t.a.m.c.utils.PosNegTrans NaN 1 0 1 NaN
c.t.a.m.c.utils.DenseDataParser 0 22 231 5 0.045887445887445898
c.t.a.m.c.utils.P..$ 0 15 105 1 1.00000000000000002
c.t.a.m.c.utils.ZeroOneTrans NaN 1 0 1 NaN
c.t.a.m.lda.LDAPredictTask 0.0077 13 78 5 0.0476923076923076904
c.t.a.m.lda.LDAIncTask 0.0167 10 45 4 0.0770833333333333395
c.t.a.m.lda.L..$Task NaN 1 0 5 NaN
c.t.a.m.lda.LDATrainTask 0.0109 11 55 5 0.05454545454545454
c.t.a.m.lda.LDAModel 0.0005 26 325 20 0.0038846153846153885
c.t.a.m.lda.L..$S..$ 0 5 10 5 0.048
c.t.a.m.lda.L..$ 0 17 136 17 0.003663749236718905411739263179320171
c.t.a.m.lda.LDARunner 0 8 28 1 0.999999999999999992
c.t.a.m.lda.LDALearner 0.0068 36 630 15 0.005608465608465617999947089947089947
c.t.a.m.c.kmeans.KMeansResult 0 17 136 4 0.07352941176470588
c.t.a.m.c.kmeans.K..$ 0 4 6 4 0.078125000000000000625
c.t.a.m.c.kmeans.KMeansPredictTask 0 2 1 1 1
c.t.a.m.c.kmeans.K..$ 0 5 10 1 1
c.t.a.m.c.kmeans.K..$ 0 2 1 3 0.2222222222222222219444444444444444445
c.t.a.m.c.kmeans.KMeansTrainTask 0.0026 11 55 7 0.027087198515769940141743970315398887
c.t.a.m.c.kmeans.KMeansRunner 0 5 10 1 1
c.t.a.m.c.kmeans.KMeansModel 0.0027 14 91 8 0.01871565934065934575
c.t.a.m.c.kmeans.KMeansLearner 0 12 66 6 0.029882154882154879165824915824915825
c.t.a.m.c.n.transfunc.Softmax NaN 2 1 0 NaN
c.t.a.m.c.n.transfunc.Identity NaN 2 1 0 NaN
c.t.a.m.c.n.transfunc.SigmoidWithDropout 0 2 1 2 0.375
c.t.a.m.c.n.transfunc.Relu NaN 2 1 0 NaN
c.t.a.m.c.n.transfunc.Dropout 1.75 2 1 2 0.375
c.t.a.m.c.n.transfunc.TanhWithDropout 0 2 1 2 0.375
c.t.a.m.c.n.transfunc.Sigmoid NaN 2 1 0 NaN
c.t.a.m.c.n.transfunc.Tanh NaN 2 1 0 NaN
c.t.a.m.c.graphsubmit.G..$ 0 4 6 1 1.000000000000000002
c.t.a.m.c.graphsubmit.G..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.graphsubmit.S..$ 0 3 3 1 0.999999999999999999
c.t.a.m.c.graphsubmit.GraphRunner 0 6 15 1 1.000000000000000005
c.t.a.m.c.graphsubmit.GraphTrainTask 0.0061 12 66 10 0.0168181818181818165
c.t.a.m.c.graphsubmit.GraphPredictResult 0 18 153 4 0.070465686274509796875
c.t.a.m.c.graphsubmit.SoftmaxPredictResult 0 20 190 5 0.0416842105263157728
c.t.a.m.c.graphsubmit.GraphModel 0.0014 15 105 7 0.028571428571428575
c.t.a.m.c.graphsubmit.GraphPredictTask NaN 2 1 0 NaN
c.t.a.m.c.graphsubmit.GraphLearner 0 14 91 9 0.016415683082349748999457332790666124
c.t.a.m.classification.W..$ NaN 1 0 1 NaN
c.t.a.m.classification.D..$ NaN 1 0 1 NaN
c.t.a.m.classification.S..$ NaN 1 0 1 NaN
c.t.a.m.classification.NeuralFactorizationMachines 0 3 3 2 0.333333333333333334
c.t.a.m.classification.ProductNeuralNetwork 0 3 3 1 0.999999999999999999
c.t.a.m.classification.DeepFM 0 2 1 1 1
c.t.a.m.classification.L..$ NaN 1 0 1 NaN
c.t.a.m.classification.F..$ NaN 1 0 1 NaN
c.t.a.m.classification.LogisticRegression 0 4 6 3 0.166666666666666668
c.t.a.m.classification.FactorizationMachines 0 6 15 5 0.066666666666666665
c.t.a.m.classification.WideAndDeep 0 2 1 1 1
c.t.a.m.classification.S..$ NaN 1 0 1 NaN
c.t.a.m.classification.MixedLogisticRegression 0 5 10 4 0.1
c.t.a.m.classification.SupportVectorMachine 0 4 6 3 0.166666666666666668
c.t.a.m.classification.N..$ NaN 1 0 1 NaN
c.t.a.m.classification.M..$ NaN 1 0 1 NaN
c.t.a.m.classification.P..$ NaN 1 0 1 NaN
c.t.a.m.classification.SoftmaxRegression 0 5 10 4 0.1
c.t.a.m.GBDT.algo.HistCalThread NaN 1 0 5 NaN
c.t.a.m.GBDT.algo.AfterSplitThread NaN 1 0 7 NaN
c.t.a.m.GBDT.algo.GBDTController 0.149 27 351 31 0.0012332832312020614193681795138610955
c.t.a.m.GBDT.algo.GradHistThread NaN 1 0 6 NaN
c.t.a.m.GBDT.algo.HistSubThread NaN 1 0 3 NaN
c.t.a.m.GBDT.algo.FeatureMeta 0.3333 4 6 4 0.078125000000000000625
c.t.a.m.p.columns.PartitionGetColsResult 1.125 3 3 4 0.10416666666666666625
c.t.a.m.p.columns.UpdateColsParam NaN 1 0 4 NaN
c.t.a.m.p.columns.GetColsFunc NaN 2 1 0 NaN
c.t.a.m.p.columns.UpdateColsFunc NaN 1 0 0 NaN
c.t.a.m.p.columns.PartitionUpdateColsParam 1.2 2 1 5 0.12
c.t.a.m.p.columns.PartitionGetColsParam 1.9444 3 3 3 0.1481481481481481480185185185185185185
c.t.a.m.p.columns.GetColsParam NaN 1 0 3 NaN
c.t.a.m.p.columns.GetColsResult NaN 0 0 1 NaN
c.t.a.m.GBDT.a.RegTree.GradPair 0.1667 4 6 2 0.2916666666666666655
c.t.a.m.GBDT.a.RegTree.GradStats 0.3344 15 105 3 0.1164021164021164166693121693121693125
c.t.a.m.GBDT.a.RegTree.RegTNodeStat 0.1333 4 6 6 0.0486111111111111115
c.t.a.m.GBDT.a.RegTree.RegTDataStore 0.2537 17 136 12 0.010008169934640527999795751633986928
c.t.a.m.GBDT.a.RegTree.RegTree 0 4 6 5 0.0599999999999999994
c.t.a.m.GBDT.a.RegTree.GradHistHelper 0.6883 4 6 4 0.078125000000000000625
c.t.a.m.c.n.l.linear.BiInteractionCross 0.0179 8 28 4 0.06919642857142857475
c.t.a.m.c.n.l.linear.BiOutterCross 0.0179 8 28 4 0.06919642857142857475
c.t.a.m.c.n.l.linear.BiInnerSumCross 0.0091 11 55 4 0.07159090909090908375
c.t.a.m.c.n.l.linear.BiInnerCross 0.0111 10 45 4 0.0770833333333333395
c.t.a.m.c.n.l.linear.FCLayer 0.0014 33 528 23 0.002667268144583827608735034656584751
c.t.a.m.GBDT.param.TreeParam NaN 1 0 12 NaN
c.t.a.m.GBDT.param.RegTParam 0.0753 7 21 22 0.0067886658795749720451593860684769775
c.t.a.m.GBDT.param.GBDTParam 0.1067 2 1 15 0.0355555555555555557444444444444444445
c.t.a.m.c.o.decayer.StandardDecay 0.025 5 10 4 0.1
c.t.a.m.c.o.decayer.WarmRestarts 0.0148 10 45 6 0.035185185185185188
c.t.a.m.c.o.decayer.S..$class NaN 0 0 0 NaN
c.t.a.m.c.o.decayer.CorrectionDecay 0.02 5 10 5 0.048
c.t.a.m.c.o.decayer.S..$ NaN 1 0 1 NaN
c.t.a.m.c.o.decayer.ConstantLearningRate 0.0333 5 10 3 0.144444444444444442988888888888888889
c.t.a.m.p.optimizer.AdaGradUpdateFunc NaN 1 0 1 NaN
c.t.a.m.p.optimizer.OptMMUpdateFunc NaN 1 0 1 NaN
c.t.a.m.p.optimizer.PGDUpdateFunc NaN 1 0 1 NaN
c.t.a.m.p.optimizer.MomentumUpdateFunc NaN 1 0 1 NaN
c.t.a.m.p.optimizer.AdamUpdateFunc NaN 1 0 1 NaN
c.t.a.m.p.optimizer.AdaDeltaUpdateFunc NaN 1 0 1 NaN
c.t.a.m.p.optimizer.FTRLUpdateFunc NaN 1 0 1 NaN
c.t.a.m.regression.RobustRegression 0 2 1 1 1
c.t.a.m.regression.R..$ NaN 1 0 1 NaN
c.t.a.m.regression.L..$ NaN 1 0 1 NaN
c.t.a.m.regression.LinearRegression 0 2 1 1 1

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