Run
528304

Run 528304

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 29-02-2016 by Jan van Rijn
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Flow

moa.StackingAttemptV2_HoeffdingTree(1)Moa implementation of StackingAttemptV2
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.StackingAttemptV2_HoeffdingTree(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,functions.SPegasos,lazy.kNN,rules.RuleClassifier,trees.HoeffdingAdaptiveTree,trees.HoeffdingOptionTree,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.StackingAttemptV2_HoeffdingTree(1)_mmoa.classifiers.trees.HoeffdingTree
moa.StackingAttemptV2_HoeffdingTree(1)_cfalse
moa.StackingAttemptV2_HoeffdingTree(1)_hfalse

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
0.9273
Per class
Confusion matrix
F measure
0.8791
Per class
Kappa
0.7563
KB relative information score
713253.6597
Mean absolute error
0.1496
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8809
Per class
Predictive accuracy
0.8788
Prior entropy
1
Recall
0.8788
Per class
Relative absolute error
0.2992
Root mean prior squared error
0.5
Root mean squared error
0.3251
Root relative squared error
0.6503