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PCC

Min: 0.0370, max: 0.9200, yellow zone: [0.4000 .. 0.6000].

Elements: 69, μ: 0.1912, σ: 0.2160, Var: 0.0467, defects: 14%.

Packages: 43, classes: 283.

Green: 220, yellow: 4, red: 59.

Class PCC n A Rw_total
c.t.a.m.t.modelconverter.ModelMergeAndConverterTask NaN 4 1 0
c.t.a.m.t.modelconverter.ModelMergeAndConverterRunner NaN 1 0 0
c.t.a.m.t.modelconverter.ModelConverterTask NaN 4 1 0
c.t.a.m.t.modelconverter.ModelConverterRunner NaN 1 0 0
c.t.a.m.GBDT.psf.H..$HistPartitionAggrParam 0.8571 8 5 6
c.t.a.m.GBDT.psf.HistAggrParam NaN 1 5 0
c.t.a.m.GBDT.psf.GBDTGradHistGetRowFunc NaN 2 1 0
c.t.a.m.GBDT.psf.GBDTGradHistGetRowResult NaN 1 1 0
c.t.a.m.matrixfactorization.MatrixFactorizationRunner 0.1429 8 1 1
c.t.a.m.matrixfactorization.MFTrainTask NaN 5 1 0
c.t.a.m.matrixfactorization.MFModel 0.05 21 6 3
c.t.a.m.matrixfactorization.MFLearner 0.037 28 16 1
c.t.a.m.matrixfactorization.M..$ NaN 4 4 0
c.t.a.m.o.lossfuncs.H..$ NaN 1 1 0
c.t.a.m.o.lossfuncs.S..$ NaN 2 1 0
c.t.a.m.o.lossfuncs.SoftMaxLoss NaN 0 0 0
c.t.a.m.o.lossfuncs.S..$ NaN 2 1 0
c.t.a.m.o.lossfuncs.SquareLoss NaN 0 0 0
c.t.a.m.o.lossfuncs.L..$ NaN 3 2 0
c.t.a.m.o.lossfuncs.SquareHingeLoss NaN 0 0 0
c.t.a.m.o.lossfuncs.LogisticLoss NaN 0 0 0
c.t.a.m.o.lossfuncs.S..$ NaN 2 1 0
c.t.a.m.o.lossfuncs.H..$ NaN 1 1 0
c.t.a.m.o.lossfuncs.E..$ NaN 2 1 0
c.t.a.m.o.lossfuncs.ExpLoss NaN 0 0 0
c.t.a.m.o.lossfuncs.HingeLoss NaN 5 3 0
c.t.a.m.o.lossfuncs.HuberLoss NaN 3 1 0
c.t.a.m.l.psf.PartColumnResult 0.6667 4 2 2
c.t.a.m.l.psf.GetPartFunc NaN 2 1 0
c.t.a.m.l.psf.L..$LikelihoodPartParam 0.6667 4 1 2
c.t.a.m.l.psf.PartCSRResult 0.25 5 5 1
c.t.a.m.l.psf.GetColumnFunc NaN 2 1 0
c.t.a.m.l.psf.UpdatePartFunc NaN 1 1 0
c.t.a.m.l.psf.LikelihoodParam NaN 1 1 0
c.t.a.m.l.psf.ColumnGetResult NaN 0 1 0
c.t.a.m.l.psf.CSRPartUpdateParam NaN 3 3 0
c.t.a.m.l.psf.LikelihoodFunc NaN 3 1 0
c.t.a.m.o.admm.ADMM NaN 0 0 0
c.t.a.m.conf.MLConf NaN 0 0 0
c.t.a.m.conf.M..$ NaN 152 153 0
c.t.a.m.l.a.structures.S2BTightTraverseMap 0.6364 12 1 7
c.t.a.m.l.a.structures.S2BTraverseMap 0.5455 12 4 6
c.t.a.m.l.a.structures.S2STightTraverseMap 0.6364 12 1 7
c.t.a.m.l.a.structures.S2ITraverseMap 0.5455 12 4 6
c.t.a.m.l.a.structures.S2STraverseMap 0.5455 12 4 6
c.t.a.m.l.a.structures.TraverseHashMap NaN 14 4 0
c.t.a.m.l.a.structures.FTree NaN 7 3 0
c.t.a.m.param.TreeParam NaN 1 12 0
c.t.a.m.param.RegTParam NaN 7 22 0
c.t.a.m.param.GBDTParam NaN 2 15 0
c.t.a.m.m.threads.UserVec 0.0556 19 6 5
c.t.a.m.m.threads.SgdTask 0.0833 13 5 5
c.t.a.m.m.threads.PEvaluateTask 0.0667 16 7 6
c.t.a.m.m.threads.PSgdTask 0.0526 20 9 8
c.t.a.m.m.threads.EvaluateTask 0.0714 15 6 6
c.t.a.m.m.threads.Utils NaN 0 0 0
c.t.a.m.m.threads.ItemVec 0.125 9 3 3
c.t.a.m.m.threads.PWriteUserTask NaN 3 5 0
c.t.a.m.m.threads.U..$ NaN 14 2 0
c.t.a.m.factorizationmachines.F..$ NaN 5 1 0
c.t.a.m.factorizationmachines.FMPredictResult NaN 15 3 0
c.t.a.m.factorizationmachines.F..$ NaN 4 1 0
c.t.a.m.factorizationmachines.FMModel NaN 16 13 0
c.t.a.m.factorizationmachines.FMRunner NaN 6 0 0
c.t.a.m.factorizationmachines.FMTrainTask 0.0909 12 6 2
c.t.a.m.factorizationmachines.FMPredictTask NaN 4 1 0
c.t.a.m.factorizationmachines.FMLearner NaN 22 14 0
c.t.a.m.sketchML.Int2IntHash NaN 1 1 0
c.t.a.m.sketchML.YahooSketch 0.6667 10 4 6
c.t.a.m.sketchML.BJHash NaN 1 0 0
c.t.a.m.sketchML.Mix64Hash NaN 1 0 0
c.t.a.m.sketchML.MulHash NaN 1 1 0
c.t.a.m.sketchML.TWHash NaN 1 0 0
c.t.a.m.sketchML.CMSketch 0.3333 7 3 2
c.t.a.m.sketchML.AvgQSketch NaN 9 3 0
c.t.a.m.optimizer2.OptModel NaN 16 4 0
c.t.a.m.optimizer2.OptMethods NaN 0 0 0
c.t.a.m.optimizer2.O..$ NaN 6 7 0
c.t.a.m.optimizer2.Optimizer 0.0588 18 8 6
c.t.a.m.task.PredictTask NaN 5 2 0
c.t.a.m.task.TrainTask NaN 3 1 0
c.t.a.m.c.lr.LRPredictResult NaN 2 4 0
c.t.a.m.c.lr.LRModel NaN 13 7 0
c.t.a.m.c.lr.L..$ NaN 3 1 0
c.t.a.m.c.lr.LRPredictTask NaN 3 0 0
c.t.a.m.c.lr.LRRunner NaN 7 1 0
c.t.a.m.c.lr.LRTrainTask 0.0625 17 9 2
c.t.a.m.c.lr.LRLearner NaN 19 14 0
c.t.a.m.c.fm.FMRunner NaN 7 1 0
c.t.a.m.c.fm.F..$ NaN 3 1 0
c.t.a.m.c.fm.LRPredictResult NaN 2 4 0
c.t.a.m.c.fm.FMPredictTask NaN 3 0 0
c.t.a.m.c.fm.FMModel NaN 18 10 0
c.t.a.m.c.fm.FMTrainTask 0.0625 17 9 2
c.t.a.m.c.fm.FMLearner NaN 21 16 0
c.t.a.m.o.u.oputils.DefaultBinary 0.0667 16 4 4
c.t.a.m.o.u.oputils.DefaultUnary 0.0667 16 4 4
c.t.a.m.o.u.oputils.AdaDeltaExpr 0.0588 18 5 5
c.t.a.m.o.u.oputils.T..$ NaN 5 6 0
c.t.a.m.o.u.oputils.NullBinary 0.0769 14 3 3
c.t.a.m.o.u.oputils.E..$class NaN 0 0 0
c.t.a.m.o.u.oputils.TOperation NaN 0 0 0
c.t.a.m.o.u.oputils.NullTernary 0.0769 14 3 3
c.t.a.m.o.u.oputils.RMSPropExpr 0.0625 17 5 4
c.t.a.m.o.u.oputils.NullUnary 0.0769 14 3 3
c.t.a.m.o.u.oputils.DefaultTernary 0.0667 16 4 4
c.t.a.m.o.u.oputils.AdaGradExpr 0.0714 15 4 3
c.t.a.m.o.u.oputils.AdamExpr 0.0435 24 10 7
c.t.a.m.o.u.oputils.ScalarExpr 0.0588 18 5 5
c.t.a.m.GBDT.GBDTLearner NaN 6 3 0
c.t.a.m.GBDT.GBDTRunner 0.0556 19 7 6
c.t.a.m.GBDT.GBDTPredictResult NaN 1 2 0
c.t.a.m.GBDT.GBDTPredictTask NaN 3 0 0
c.t.a.m.GBDT.GBDTTrainTask 0.1 11 6 1
c.t.a.m.GBDT.GBDTModel 0.0417 25 23 2
c.t.a.m.GBDT.G..$ NaN 13 11 0
c.t.a.m.metric.LogLossMetric NaN 3 0 0
c.t.a.m.metric.LogErrorMetric NaN 3 0 0
c.t.a.m.metric.ErrorEvalMetric NaN 3 1 0
c.t.a.m.metric.RMSEMetric NaN 3 0 0
c.t.a.m.metric.MultiErrorMetric NaN 4 0 0
c.t.a.m.metric.MAEMetric NaN 3 0 0
c.t.a.m.warplda.S..$ NaN 1 2 0
c.t.a.m.warplda.LDATrainTask NaN 6 2 0
c.t.a.m.warplda.L..$ NaN 13 13 0
c.t.a.m.warplda.LDAInferTask NaN 10 2 0
c.t.a.m.warplda.AliasTable NaN 9 7 0
c.t.a.m.warplda.LDAModel NaN 17 16 0
c.t.a.m.warplda.Sampler 0.0385 27 12 6
c.t.a.m.warplda.Document 0.2 6 3 3
c.t.a.m.warplda.WTokens 0.0556 19 10 8
c.t.a.m.warplda.LDATrainer NaN 30 11 0
c.t.a.m.warplda.LDARunner NaN 7 1 0
c.t.a.m.l.algo.CSRTokens NaN 1 9 0
c.t.a.m.l.algo.Document NaN 1 3 0
c.t.a.m.l.algo.BinarySearch NaN 0 0 0
c.t.a.m.l.algo.Sampler NaN 11 16 0
c.t.a.m.GBDT.a.tree.TAvgDisSplit NaN 0 0 0
c.t.a.m.GBDT.a.tree.Tree NaN 0 0 0
c.t.a.m.GBDT.a.tree.TYahooSketchSplit NaN 0 0 0
c.t.a.m.GBDT.a.tree.TSplitValueHelper NaN 0 0 0
c.t.a.m.GBDT.a.tree.TNode 0.0909 12 6 6
c.t.a.m.GBDT.a.tree.SplitEntry 1.7 11 6 26
c.t.a.m.c.sparselr.SparseLRLearner 0.0714 15 5 4
c.t.a.m.c.sparselr.SparseLRRunner NaN 6 0 0
c.t.a.m.c.sparselr.SparseLRModel NaN 16 14 0
c.t.a.m.c.sparselr.S..$ NaN 1 1 0
c.t.a.m.c.sparselr.SparseLRPredictResult NaN 2 4 0
c.t.a.m.c.sparselr.SparseLRTrainTask NaN 7 4 0
c.t.a.m.c.sparselr.SparseLRPredictTask NaN 3 0 0
c.t.a.m.c.kmeans.KMeansLearner NaN 15 7 0
c.t.a.m.c.kmeans.KMeansTrainTask NaN 7 4 0
c.t.a.m.c.kmeans.KMeansRunner NaN 6 0 0
c.t.a.m.c.kmeans.K..$ NaN 2 3 0
c.t.a.m.c.kmeans.KMeansResult NaN 1 2 0
c.t.a.m.c.kmeans.KMeansPredictTask NaN 5 2 0
c.t.a.m.c.kmeans.K..$ NaN 3 3 0
c.t.a.m.c.kmeans.KMeansModel 0.0833 13 6 1
c.t.a.m.lda.LDAPredictTask 0.0714 15 5 3
c.t.a.m.lda.LDARunner NaN 7 1 0
c.t.a.m.lda.L..$ NaN 17 17 0
c.t.a.m.lda.LDAIncTask 0.1 11 4 3
c.t.a.m.lda.LDAModel 0.04 26 20 3
c.t.a.m.lda.LDATrainTask 0.0833 13 5 3
c.t.a.m.lda.LDALearner NaN 34 13 0
c.t.a.m.c.mlr.MLRPredictTask NaN 3 0 0
c.t.a.m.c.mlr.mlrW..$ NaN 5 1 0
c.t.a.m.c.mlr.MLRPredictResult NaN 1 2 0
c.t.a.m.c.mlr.MLRModel NaN 16 12 0
c.t.a.m.c.mlr.mlrWeight NaN 17 4 0
c.t.a.m.c.mlr.M..$ NaN 3 1 0
c.t.a.m.c.mlr.MLRLearner NaN 20 11 0
c.t.a.m.c.mlr.MLRTrainTask 0.1 11 6 1
c.t.a.m.c.mlr.MLRRunner NaN 7 1 0
c.t.a.m.o.sgd.G..$ NaN 10 2 0
c.t.a.m.o.sgd.GradientDescent NaN 0 0 0
c.t.a.ml.M..$class NaN 0 0 0
c.t.a.ml.MLLearner NaN 4 3 0
c.t.a.m.o.s.loss.L1LogLoss NaN 6 0 0
c.t.a.m.o.s.loss.L1Loss NaN 4 1 0
c.t.a.m.o.s.loss.L2Loss NaN 4 1 0
c.t.a.m.o.s.loss.L2HingeLoss NaN 5 1 0
c.t.a.m.o.s.loss.L2LogLoss NaN 5 0 0
c.t.a.m.o.s.loss.SquareL2Loss NaN 3 1 0
c.t.a.m.o.ogd.FTRL NaN 0 0 0
c.t.a.m.o.ogd.RDA NaN 0 0 0
c.t.a.m.o.ogd.FOBOS NaN 0 0 0
c.t.a.m.o.utils.MeasureUtils NaN 0 0 0
c.t.a.m.o.utils.M..$ NaN 2 1 0
c.t.a.m.o.utils.OptUtils NaN 0 0 0
c.t.a.m.o.utils.ExecuteUtils NaN 0 0 0
c.t.a.m.o.utils.E..$ NaN 5 1 0
c.t.a.m.o.utils.O..$ NaN 25 1 0
c.t.a.m.c.svm.SVMPredictResult NaN 1 2 0
c.t.a.m.c.svm.SVMPredictTask NaN 4 1 0
c.t.a.m.c.svm.SVMModel 0.1667 7 5 1
c.t.a.m.c.svm.SVMTrainTask 0.1111 10 5 1
c.t.a.m.c.svm.S..$ NaN 3 1 0
c.t.a.m.c.svm.SVMRunner 0.1429 8 1 1
c.t.a.m.c.svm.SVMLearner NaN 14 10 0
c.t.a.m.c.ftrllr.FTRLLRRunner NaN 6 0 0
c.t.a.m.c.ftrllr.FTRLLRModel NaN 15 14 0
c.t.a.m.c.ftrllr.FTRLLRPredictResult NaN 0 0 0
c.t.a.m.c.ftrllr.FTRLLRTrainTask 0.1 11 6 1
c.t.a.m.c.ftrllr.F..$ NaN 3 1 0
c.t.a.m.c.ftrllr.FTRLLRPredictTask NaN 3 0 0
c.t.a.m.c.ftrllr.FTRLLRLearner NaN 15 11 0
c.t.a.m.GBDT.algo.GBDTController 0.92 26 27 38
c.t.a.m.GBDT.algo.GradHistThread NaN 1 6 0
c.t.a.m.GBDT.algo.AfterSplitRunner NaN 1 7 0
c.t.a.m.GBDT.algo.GBDTPhase NaN 0 7 0
c.t.a.m.GBDT.algo.FeatureMeta NaN 4 4 0
c.t.a.m.GBDT.a.RegTree.RegTree NaN 4 5 0
c.t.a.m.GBDT.a.RegTree.GradStats 0.4 16 3 32
c.t.a.m.GBDT.a.RegTree.RegTDataStore 0.1333 16 11 6
c.t.a.m.GBDT.a.RegTree.GradPair 0.3333 4 2 2
c.t.a.m.GBDT.a.RegTree.RegTNodeStat 0.3333 4 6 1
c.t.a.m.GBDT.a.RegTree.GradHistHelper NaN 6 4 0
c.t.a.m.o.ftrl.FTRL NaN 0 0 0
c.t.a.m.o.ftrl.F..$ NaN 4 2 0
c.t.a.m.r.linear.LinearRegPredictTask NaN 4 1 0
c.t.a.m.r.linear.LinearRegTrainTask 0.1111 10 5 1
c.t.a.m.r.linear.LinearRegModel NaN 4 3 0
c.t.a.m.r.linear.LinearRegPredictResult NaN 1 2 0
c.t.a.m.r.linear.LinearRegRunner NaN 6 0 0
c.t.a.m.r.linear.L..$ NaN 2 2 0
c.t.a.m.r.linear.LinearRegLeaner NaN 14 10 0
c.t.a.m.c.lr.LRPredictResult NaN 2 4 0
c.t.a.m.c.lr.LRPredictTask NaN 3 0 0
c.t.a.m.c.lr.LRRunner NaN 7 1 0
c.t.a.m.c.lr.L..$ NaN 3 1 0
c.t.a.m.c.lr.LRModel NaN 11 10 0
c.t.a.m.c.lr.ZipLR NaN 7 1 0
c.t.a.m.c.lr.LRTrainTask 0.0625 17 9 2
c.t.a.m.c.lr.LRLearner NaN 22 16 0
c.t.a.m.o.newton.LBFGS NaN 0 0 0
c.t.a.m.o.newton.OWLQN NaN 0 0 0
c.t.a.m.objective.SoftmaxMultiClassObj NaN 6 5 0
c.t.a.m.objective.Loss NaN 0 0 0
c.t.a.m.objective.L..$LogisticLoss NaN 7 1 0
c.t.a.m.objective.L..$DirectLogisticLoss NaN 4 0 0
c.t.a.m.objective.RegLossObj NaN 5 4 0
c.t.a.m.objective.L..$BinaryLogisticLoss NaN 1 0 0
c.t.a.m.objective.L..$LinearSquareLoss NaN 7 0 0
c.t.a.m.o.sgd.R..$ NaN 2 1 0
c.t.a.m.o.sgd.A..$ NaN 2 1 0
c.t.a.m.o.sgd.A..$ NaN 1 1 0
c.t.a.m.o.sgd.M..$ NaN 2 1 0
c.t.a.m.o.sgd.Momentum 0.1667 7 4 2
c.t.a.m.o.sgd.M..$ NaN 2 1 0
c.t.a.m.o.sgd.AdaGrad 0.1429 8 5 1
c.t.a.m.o.sgd.RMSprop 0.1429 8 5 1
c.t.a.m.o.sgd.AdaDelta 0.1111 10 6 2
c.t.a.m.o.sgd.A..$ NaN 2 1 0
c.t.a.m.o.sgd.MiniBatchSGD NaN 7 3 0
c.t.a.m.o.sgd.Adam 0.125 9 6 2
c.t.a.m.utils.D..$ NaN 5 1 0
c.t.a.m.utils.D..$ NaN 5 1 0
c.t.a.m.utils.DataParser NaN 1 0 0
c.t.a.m.utils.HDFSUtils NaN 0 0 0
c.t.a.m.utils.Maths NaN 0 0 0
c.t.a.m.utils.ReflectionUtils NaN 0 0 0
c.t.a.m.utils.R..$ 0.3333 4 3 1
c.t.a.m.utils.LibSVMDataParser NaN 22 6 0
c.t.a.m.utils.D..$ NaN 1 1 0
c.t.a.m.utils.DenseDataParser NaN 22 6 0
c.t.a.m.utils.H..$ NaN 2 2 0
c.t.a.m.utils.DummyDataParser NaN 22 6 0
c.t.a.m.utils.L..$ NaN 5 1 0
c.t.a.m.utils.ValidationUtils NaN 0 2 0
c.t.a.m.o.admm.A..$C..$G..$ NaN 4 1 0
c.t.a.m.o.admm.A..$C..$ NaN 1 1 0
c.t.a.m.o.admm.L..$ NaN 1 1 0
c.t.a.m.o.admm.A..$ NaN 17 5 0
c.t.a.m.o.admm.LogisticGradient NaN 3 1 0
c.t.a.m.o.admm.A..$LocalIndex NaN 15 3 0
c.t.a.m.o.admm.ADMM 0.0588 18 6 6
c.t.a.m.o.admm.A..$C..$GradientAndLoss 0.0526 20 4 3
c.t.a.m.o.admm.A..$LocalModel 0.0769 14 2 1
c.t.a.m.o.admm.A..$L..$ NaN 5 1 0
c.t.a.m.o.admm.A..$L..$ NaN 5 1 0
c.t.a.m.o.admm.A..$C..$CalThread NaN 2 4 0
c.t.a.m.o.admm.A..$CostFun 0.0238 43 9 3

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