Run
528289

Run 528289

Task 199 (Supervised Data Stream Classification) SEA(50) 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
0.8853
Per class
Confusion matrix
F measure
0.8837
Per class
Kappa
0.7536
KB relative information score
688467.9873
Mean absolute error
0.168
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8838
Per class
Predictive accuracy
0.8843
Prior entropy
1
Recall
0.8843
Per class
Relative absolute error
0.3361
Root mean prior squared error
0.5
Root mean squared error
0.3255
Root relative squared error
0.6511