logo

Back to index

NHD

Min: 0.3333, max: 0.9200, yellow zone: [0.4000 .. 0.6000].

Elements: 155, μ: 0.5981, σ: 0.1995, Var: 0.0398, defects: 46%.

Packages: 32, classes: 285.

Green: 186, yellow: 49, red: 50.

Class NHD k l
c.t.a.m.GBDT.metric.LogErrorMetric 0.3333 3 1
c.t.a.m.GBDT.metric.RMSEMetric 0.3333 3 1
c.t.a.m.GBDT.metric.ErrorEvalMetric 0.3333 3 1
c.t.a.m.GBDT.metric.MultiErrorMetric 0.5 4 1
c.t.a.m.GBDT.metric.MAEMetric 0.3333 3 1
c.t.a.m.GBDT.metric.LogLossMetric 0.3333 3 1
c.t.a.m.GBDT.objective.Loss NaN 0 0
c.t.a.m.GBDT.objective.SoftmaxMultiClassObj 0.6667 6 4
c.t.a.m.GBDT.objective.L..$LinearSquareLoss 0.5238 7 1
c.t.a.m.GBDT.objective.L..$BinaryLogisticLoss NaN 1 0
c.t.a.m.GBDT.objective.RegLossObj 0.6 5 3
c.t.a.m.GBDT.objective.L..$DirectLogisticLoss 0.5 4 1
c.t.a.m.GBDT.objective.L..$LogisticLoss 0.5238 7 1
c.t.a.m.GBDT.psf.H..$HistPartitionAggrParam 0.5714 8 1
c.t.a.m.GBDT.psf.GBDTGradHistGetRowFunc 0 2 2
c.t.a.m.GBDT.psf.GBDTGradHistGetRowResult NaN 1 0
c.t.a.m.GBDT.psf.HistAggrParam NaN 1 0
c.t.a.m.l.psf.GetColumnParam NaN 1 0
c.t.a.m.l.psf.LikelihoodParam NaN 1 0
c.t.a.m.l.psf.L..$LikelihoodPartParam 0.3333 4 1
c.t.a.m.l.psf.GetPartFunc 0 2 2
c.t.a.m.l.psf.PartColumnResult 0.4167 4 2
c.t.a.m.l.psf.PartCSRResult 0.5556 7 3
c.t.a.m.l.psf.LikelihoodFunc 0 2 2
c.t.a.m.l.psf.UpdatePartFunc 0.3333 3 4
c.t.a.m.l.psf.CSRPartUpdateParam 0.3333 3 1
c.t.a.m.l.psf.GetColumnFunc 0 2 2
c.t.a.m.l.psf.ResetFunc NaN 1 1
c.t.a.m.l.psf.ColumnGetResult NaN 0 0
c.t.a.m.c.u.paramsutils.DataParams 0.8 10 1
c.t.a.m.c.u.paramsutils.I..$ 0.3333 3 5
c.t.a.m.c.u.paramsutils.MomentumParams 0.8776 20 4
c.t.a.m.c.u.paramsutils.LayerParams 0.3333 3 3
c.t.a.m.c.u.paramsutils.L..$ 0.3333 3 3
c.t.a.m.c.u.paramsutils.JsonUtils NaN 0 0
c.t.a.m.c.u.paramsutils.LossFuncParams NaN 2 0
c.t.a.m.c.u.paramsutils.J..$ 0.3333 3 3
c.t.a.m.c.u.paramsutils.OptParams NaN 5 0
c.t.a.m.c.u.paramsutils.D..$ 0 2 1
c.t.a.m.c.u.paramsutils.M..$ 0 2 1
c.t.a.m.c.u.paramsutils.M..$ 0.3333 3 3
c.t.a.m.c.u.paramsutils.ModelParams 0.6667 6 1
c.t.a.m.c.u.paramsutils.H..$ 0.6 5 3
c.t.a.m.c.u.paramsutils.TransFuncParams NaN 2 0
c.t.a.m.c.u.paramsutils.F..$ 0.3333 3 3
c.t.a.m.c.u.paramsutils.T..$ 0 2 1
c.t.a.m.c.u.paramsutils.HuberLossParams 0.8269 14 4
c.t.a.m.c.u.paramsutils.E..$ 0.3333 3 4
c.t.a.m.c.u.paramsutils.A..$ 0.3333 3 3
c.t.a.m.c.u.paramsutils.A..$ 0.3333 3 3
c.t.a.m.c.u.paramsutils.EmbeddingParams 0.8744 20 7
c.t.a.m.c.u.paramsutils.JoinLayerParams 0.8562 18 6
c.t.a.m.c.u.paramsutils.FCLayerParams 0.8885 22 8
c.t.a.m.c.u.paramsutils.O..$ 0.7778 9 2
c.t.a.m.c.u.paramsutils.L..$ 0.8571 14 2
c.t.a.m.c.u.paramsutils.AdaDeltaParams 0.8885 22 4
c.t.a.m.c.u.paramsutils.F..$ 0.3333 3 5
c.t.a.m.c.u.paramsutils.D..$ 0.3333 3 3
c.t.a.m.c.u.paramsutils.InputLayerParams 0.8776 20 8
c.t.a.m.c.u.paramsutils.T..$ 0.6667 6 2
c.t.a.m.c.u.paramsutils.ParamKeys NaN 0 0
c.t.a.m.c.u.paramsutils.P..$ NaN 50 0
c.t.a.m.c.u.paramsutils.J..$ 0.6111 9 4
c.t.a.m.c.u.paramsutils.L..$ 0.3333 3 2
c.t.a.m.c.u.paramsutils.CrossLayerParams 0.8749 18 7
c.t.a.m.c.u.paramsutils.AdamParams 0.8885 22 4
c.t.a.m.c.u.paramsutils.DropoutTransFuncParams 0.8479 16 4
c.t.a.m.c.u.paramsutils.C..$ 0.3333 3 3
c.t.a.m.c.u.paramsutils.A..$ 0.3333 3 3
c.t.a.m.c.u.paramsutils.AdaGradParams 0.8776 20 4
c.t.a.m.c.u.paramsutils.LossLayerParams 0.8749 18 7
c.t.a.m.c.u.paramsutils.FTRLParams 0.8885 22 4
c.t.a.m.c.u.paramsutils.TrainParams 0.75 8 1
c.t.a.m.l.a.structures.S2ITraverseMap 0.489 14 2
c.t.a.m.l.a.structures.S2STightTraverseMap 0.5 13 2
c.t.a.m.l.a.structures.IntTraverseHashMap 0 2 1
c.t.a.m.l.a.structures.FTree 0.4286 7 2
c.t.a.m.l.a.structures.ShortTraverseHashMap 0 2 1
c.t.a.m.l.a.structures.S2BTraverseMap 0.6081 14 3
c.t.a.m.l.a.structures.S2STraverseMap 0.5 13 2
c.t.a.m.l.a.structures.S2BTightTraverseMap 0.6081 14 3
c.t.a.m.l.a.structures.TraverseHashMap 0.511 14 2
c.t.a.m.l.a.structures.I2ITranverseMap 0.5 13 2
c.t.a.m.c.conf.SharedConf 0.8644 28 8
c.t.a.m.c.conf.S..$ 0.9054 31 2
c.t.a.m.c.conf.MLConf NaN 0 0
c.t.a.m.c.conf.M..$ NaN 140 0
c.t.a.m.p.compress.QuantifyFloatFunc NaN 1 1
c.t.a.m.p.compress.Q..$QuantifyFloatPartParam 0.4667 6 1
c.t.a.m.p.compress.QuantifyDoubleFunc NaN 1 1
c.t.a.m.p.compress.QuantifyDoubleParam NaN 1 0
c.t.a.m.p.compress.Q..$QuantifyDoublePartUParam 0.4667 6 1
c.t.a.m.p.compress.QuantifyFloatParam NaN 1 0
c.t.a.m.c.n.layers.AngelGraph 0.9018 31 12
c.t.a.m.c.n.layers.S..$ NaN 5 0
c.t.a.m.c.n.layers.T..$ NaN 6 0
c.t.a.m.c.n.layers.InputLayerMeta NaN 0 0
c.t.a.m.c.n.layers.LayerMeta NaN 1 0
c.t.a.m.c.n.layers.LinearLayerMeta NaN 0 0
c.t.a.m.c.n.layers.LinearLayer NaN 2 0
c.t.a.m.c.n.layers.JoinLayerMeta NaN 0 0
c.t.a.m.c.n.layers.PlaceHolder 0.8182 11 2
c.t.a.m.c.n.layers.JoinLayer 0 2 1
c.t.a.m.c.n.layers.InputLayer NaN 1 0
c.t.a.m.c.n.layers.Layer 0.7652 12 2
c.t.a.m.c.n.layers.TimeStats 0.4725 14 1
c.t.a.m.c.n.layers.STATUS NaN 0 0
c.t.a.m.core.M..$class NaN 0 0
c.t.a.m.core.TrainTask 0.5714 8 4
c.t.a.m.core.MLLearner 0.5 4 1
c.t.a.m.core.PredictTask 0.5333 5 3
c.t.a.m.c.n.l.join.SumPooling 0.6607 8 2
c.t.a.m.c.n.l.join.ConcatLayer 0.6944 9 2
c.t.a.m.c.n.l.join.MulPooling 0.6607 8 2
c.t.a.m.c.n.l.join.DotPooling 0.6667 10 2
c.t.a.m.GBDT.a.sketch.QuantileSketchException NaN 0 0
c.t.a.m.GBDT.a.sketch.HeapQuantileSketch 0.8035 19 5
c.t.a.m.GBDT.a.sketch.SketchUtils NaN 0 0
c.t.a.m.c.o.loss.CrossEntropyLoss 0.4889 6 3
c.t.a.m.c.o.loss.LogLoss 0.4667 5 3
c.t.a.m.c.o.loss.SoftmaxLoss 0.4667 5 3
c.t.a.m.c.o.loss.L2Loss 0.4667 5 3
c.t.a.m.c.o.loss.HingeLoss 0.4667 5 3
c.t.a.m.c.o.loss.HuberLoss 0.4667 5 3
c.t.a.m.GBDT.G..$ 0.7821 13 2
c.t.a.m.GBDT.GBDTLearner 0.6905 8 3
c.t.a.m.GBDT.GBDTPredictResult 0.8566 17 4
c.t.a.m.GBDT.GBDTRunner 0.5333 6 3
c.t.a.m.GBDT.G..$ 0.3333 3 3
c.t.a.m.GBDT.GBDTTrainTask 0.7054 8 4
c.t.a.m.GBDT.GBDTModel 0.92 25 3
c.t.a.m.GBDT.GBDTPredictTask 0 2 3
c.t.a.m.c.n.l.verge.SimpleInputLayer 0.8787 31 5
c.t.a.m.c.n.l.verge.SimpleLossLayer 0.7821 13 2
c.t.a.m.c.n.l.verge.Embedding 0.8795 24 8
c.t.a.m.l.algo.CSRTokens NaN 1 2
c.t.a.m.l.algo.BinarySearch NaN 0 0
c.t.a.m.l.algo.Sampler 0.6481 9 6
c.t.a.m.l.algo.Document NaN 1 0
c.t.a.m.GBDT.a.tree.Tree NaN 0 0
c.t.a.m.GBDT.a.tree.TNode 0.6742 12 2
c.t.a.m.GBDT.a.tree.SplitEntry 0.6455 11 4
c.t.a.m.GBDT.a.tree.TSplitValueHelper NaN 0 0
c.t.a.m.GBDT.a.tree.TAvgDisSplit NaN 0 0
c.t.a.m.GBDT.a.tree.TYahooSketchSplit NaN 0 0
c.t.a.m.c.optimizer.A..$ NaN 2 0
c.t.a.m.c.optimizer.AdaGrad 0.4 6 1
c.t.a.m.c.optimizer.Optimizer 0.6017 22 2
c.t.a.m.c.optimizer.Adam 0.4286 7 1
c.t.a.m.c.optimizer.AdaDelta 0.4286 7 1
c.t.a.m.c.optimizer.SGD 0.4 5 1
c.t.a.m.c.optimizer.O..$ 0.4583 4 4
c.t.a.m.c.optimizer.M..$ NaN 1 0
c.t.a.m.c.optimizer.FTRL 0.4286 7 1
c.t.a.m.c.optimizer.OptUtils NaN 0 0
c.t.a.m.c.optimizer.A..$ NaN 1 0
c.t.a.m.c.optimizer.Momentum 0.4286 7 1
c.t.a.m.c.optimizer.A..$ NaN 1 0
c.t.a.m.c.utils.Z..$ NaN 1 0
c.t.a.m.c.utils.ValidationUtils 0.5 4 1
c.t.a.m.c.utils.D..$ NaN 1 1
c.t.a.m.c.utils.ReflectionUtils NaN 0 0
c.t.a.m.c.utils.H..$ 0 2 2
c.t.a.m.c.utils.DataParser 0.3333 3 3
c.t.a.m.c.utils.AddOneTrans NaN 1 1
c.t.a.m.c.utils.D..$ 0.3333 3 6
c.t.a.m.c.utils.JCompressUtils NaN 0 0
c.t.a.m.c.utils.PSMatrixUtils NaN 0 0
c.t.a.m.c.utils.L..$ 0.3333 3 6
c.t.a.m.c.utils.R..$ 0.5 2 2
c.t.a.m.c.utils.N..$ 0.7333 6 2
c.t.a.m.c.utils.NetUtils NaN 0 0
c.t.a.m.c.utils.D..$ 0.3333 3 6
c.t.a.m.c.utils.SubOneTrans NaN 1 1
c.t.a.m.c.utils.DummyDataParser 0.8856 22 7
c.t.a.m.c.utils.LibSVMDataParser 0.8856 22 7
c.t.a.m.c.utils.J..$Quantification NaN 0 0
c.t.a.m.c.utils.Maths NaN 0 0
c.t.a.m.c.utils.P..$ NaN 1 0
c.t.a.m.c.utils.NoTrans NaN 1 1
c.t.a.m.c.utils.T..$ 0 2 2
c.t.a.m.c.utils.HDFSUtils NaN 0 0
c.t.a.m.c.utils.PosNegTrans NaN 1 1
c.t.a.m.c.utils.DenseDataParser 0.868 22 6
c.t.a.m.c.utils.P..$ 0.7762 15 8
c.t.a.m.c.utils.ZeroOneTrans NaN 1 1
c.t.a.m.lda.LDAPredictTask 0.8034 13 6
c.t.a.m.lda.LDAIncTask 0.7378 10 5
c.t.a.m.lda.L..$Task NaN 1 0
c.t.a.m.lda.LDATrainTask 0.7697 11 6
c.t.a.m.lda.LDAModel 0.9054 26 4
c.t.a.m.lda.L..$S..$ NaN 5 0
c.t.a.m.lda.L..$ NaN 17 0
c.t.a.m.lda.LDARunner 0.631 8 3
c.t.a.m.lda.LDALearner 0.8579 36 8
c.t.a.m.c.kmeans.KMeansResult 0.8566 17 4
c.t.a.m.c.kmeans.K..$ NaN 4 0
c.t.a.m.c.kmeans.KMeansPredictTask 0 2 3
c.t.a.m.c.kmeans.K..$ 0.6 5 3
c.t.a.m.c.kmeans.K..$ NaN 2 0
c.t.a.m.c.kmeans.KMeansTrainTask 0.7891 11 5
c.t.a.m.c.kmeans.KMeansRunner 0.6 5 3
c.t.a.m.c.kmeans.KMeansModel 0.8571 14 5
c.t.a.m.c.kmeans.KMeansLearner 0.7121 12 5
c.t.a.m.c.n.transfunc.Softmax 1 2 1
c.t.a.m.c.n.transfunc.Identity 1 2 1
c.t.a.m.c.n.transfunc.SigmoidWithDropout 1 2 1
c.t.a.m.c.n.transfunc.Relu 1 2 1
c.t.a.m.c.n.transfunc.Dropout 1 2 1
c.t.a.m.c.n.transfunc.TanhWithDropout 1 2 1
c.t.a.m.c.n.transfunc.Sigmoid 1 2 1
c.t.a.m.c.n.transfunc.Tanh 1 2 1
c.t.a.m.c.graphsubmit.G..$ 0.3889 4 3
c.t.a.m.c.graphsubmit.G..$ 0.3333 3 3
c.t.a.m.c.graphsubmit.S..$ 0.3333 3 3
c.t.a.m.c.graphsubmit.GraphRunner 0.5333 6 3
c.t.a.m.c.graphsubmit.GraphTrainTask 0.7992 12 4
c.t.a.m.c.graphsubmit.GraphPredictResult 0.8644 18 4
c.t.a.m.c.graphsubmit.SoftmaxPredictResult 0.8776 20 4
c.t.a.m.c.graphsubmit.GraphModel 0.8019 15 5
c.t.a.m.c.graphsubmit.GraphPredictTask 0 2 3
c.t.a.m.c.graphsubmit.GraphLearner 0.7473 14 4
c.t.a.m.classification.W..$ NaN 1 0
c.t.a.m.classification.D..$ NaN 1 0
c.t.a.m.classification.S..$ NaN 1 0
c.t.a.m.classification.NeuralFactorizationMachines NaN 3 0
c.t.a.m.classification.ProductNeuralNetwork NaN 3 0
c.t.a.m.classification.DeepFM NaN 2 0
c.t.a.m.classification.L..$ NaN 1 0
c.t.a.m.classification.F..$ NaN 1 0
c.t.a.m.classification.LogisticRegression NaN 4 0
c.t.a.m.classification.FactorizationMachines NaN 6 0
c.t.a.m.classification.WideAndDeep NaN 2 0
c.t.a.m.classification.S..$ NaN 1 0
c.t.a.m.classification.MixedLogisticRegression NaN 5 0
c.t.a.m.classification.SupportVectorMachine NaN 4 0
c.t.a.m.classification.N..$ NaN 1 0
c.t.a.m.classification.M..$ NaN 1 0
c.t.a.m.classification.P..$ NaN 1 0
c.t.a.m.classification.SoftmaxRegression NaN 5 0
c.t.a.m.GBDT.algo.HistCalThread NaN 1 0
c.t.a.m.GBDT.algo.AfterSplitThread NaN 1 0
c.t.a.m.GBDT.algo.GBDTController 0.8746 27 6
c.t.a.m.GBDT.algo.GradHistThread NaN 1 0
c.t.a.m.GBDT.algo.HistSubThread NaN 1 0
c.t.a.m.GBDT.algo.FeatureMeta 0.5 4 2
c.t.a.m.p.columns.PartitionGetColsResult 0.3333 3 1
c.t.a.m.p.columns.UpdateColsParam NaN 1 0
c.t.a.m.p.columns.GetColsFunc 0 2 2
c.t.a.m.p.columns.UpdateColsFunc NaN 1 1
c.t.a.m.p.columns.PartitionUpdateColsParam 1 2 1
c.t.a.m.p.columns.PartitionGetColsParam 0.3333 3 1
c.t.a.m.p.columns.GetColsParam NaN 1 0
c.t.a.m.p.columns.GetColsResult NaN 0 0
c.t.a.m.GBDT.a.RegTree.GradPair 0.3333 4 1
c.t.a.m.GBDT.a.RegTree.GradStats 0.7551 15 7
c.t.a.m.GBDT.a.RegTree.RegTNodeStat 0.4444 4 3
c.t.a.m.GBDT.a.RegTree.RegTDataStore 0.7206 17 5
c.t.a.m.GBDT.a.RegTree.RegTree 0.3333 4 2
c.t.a.m.GBDT.a.RegTree.GradHistHelper 0.4444 4 3
c.t.a.m.c.n.l.linear.BiInteractionCross 0.5714 8 1
c.t.a.m.c.n.l.linear.BiOutterCross 0.5714 8 1
c.t.a.m.c.n.l.linear.BiInnerSumCross 0.7697 11 3
c.t.a.m.c.n.l.linear.BiInnerCross 0.7222 10 4
c.t.a.m.c.n.l.linear.FCLayer 0.8682 33 5
c.t.a.m.GBDT.param.TreeParam NaN 1 0
c.t.a.m.GBDT.param.RegTParam 0.5238 7 2
c.t.a.m.GBDT.param.GBDTParam NaN 2 0
c.t.a.m.c.o.decayer.StandardDecay 0.6 5 1
c.t.a.m.c.o.decayer.WarmRestarts 0.6444 10 2
c.t.a.m.c.o.decayer.S..$class NaN 0 0
c.t.a.m.c.o.decayer.CorrectionDecay 0.6 5 1
c.t.a.m.c.o.decayer.S..$ NaN 1 2
c.t.a.m.c.o.decayer.ConstantLearningRate 0.6 5 1
c.t.a.m.p.optimizer.AdaGradUpdateFunc NaN 1 3
c.t.a.m.p.optimizer.OptMMUpdateFunc NaN 1 1
c.t.a.m.p.optimizer.PGDUpdateFunc NaN 1 3
c.t.a.m.p.optimizer.MomentumUpdateFunc NaN 1 3
c.t.a.m.p.optimizer.AdamUpdateFunc NaN 1 3
c.t.a.m.p.optimizer.AdaDeltaUpdateFunc NaN 1 3
c.t.a.m.p.optimizer.FTRLUpdateFunc NaN 1 3
c.t.a.m.regression.RobustRegression NaN 2 0
c.t.a.m.regression.R..$ NaN 1 0
c.t.a.m.regression.L..$ NaN 1 0
c.t.a.m.regression.LinearRegression NaN 2 0

Download XML.