Run
528336

Run 528336

Task 2229 (Supervised Data Stream Classification) BNG(tic-tac-toe) Uploaded 01-03-2016 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
0.7528
Per class
Confusion matrix
F measure
0.7369
Per class
Kappa
0.4186
KB relative information score
15080.8429
Mean absolute error
0.3195
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.7365
Per class
Predictive accuracy
0.7372
Prior entropy
1
Recall
0.7372
Per class
Relative absolute error
0.6391
Root mean prior squared error
0.5
Root mean squared error
0.4633
Root relative squared error
0.9267