Run
527391

Run 527391

Task 2156 (Supervised Data Stream Classification) BNG(credit-g) Uploaded 20-02-2016 by Jan van Rijn
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Flow

moa.StackingAttempt_HoeffdingTree(1)Moa implementation of StackingAttempt
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_q0
moa.StackingAttempt_HoeffdingTree(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttempt_HoeffdingTree(1)_mmoa.classifiers.trees.HoeffdingTree
moa.StackingAttempt_HoeffdingTree(1)_cfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.663
Per class
Confusion matrix
F measure
0.7216
Per class
Kappa
0.3089
KB relative information score
496031.1073
Mean absolute error
0.2542
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7551
Per class
Predictive accuracy
0.7587
Prior entropy
1
Recall
0.7587
Per class
Relative absolute error
0.5084
Root mean prior squared error
0.5
Root mean squared error
0.4783
Root relative squared error
0.9566