Run
527393

Run 527393

Task 200 (Supervised Data Stream Classification) SEA(50000) Uploaded 21-02-2016 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
0.8776
Per class
Confusion matrix
F measure
0.8747
Per class
Kappa
0.7341
KB relative information score
672948.1416
Mean absolute error
0.1752
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8749
Per class
Predictive accuracy
0.8755
Prior entropy
1
Recall
0.8755
Per class
Relative absolute error
0.3504
Root mean prior squared error
0.5
Root mean squared error
0.3348
Root relative squared error
0.6696