Run
527289

Run 527289

Task 2152 (Supervised Data Stream Classification) BNG(colic.ORIG) 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
0.7062
Per class
Confusion matrix
F measure
0.73
Per class
Kappa
0.3832
KB relative information score
509097.2072
Mean absolute error
0.2478
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7862
Per class
Predictive accuracy
0.7635
Prior entropy
1
Recall
0.7635
Per class
Relative absolute error
0.4956
Root mean prior squared error
0.5
Root mean squared error
0.4796
Root relative squared error
0.9591