Run
527287

Run 527287

Task 2229 (Supervised Data Stream Classification) BNG(tic-tac-toe) 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
0.7445
Per class
Confusion matrix
F measure
0.7379
Per class
Kappa
0.4158
KB relative information score
14413.2996
Mean absolute error
0.331
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.7363
Per class
Predictive accuracy
0.7413
Prior entropy
1
Recall
0.7413
Per class
Relative absolute error
0.6621
Root mean prior squared error
0.5
Root mean squared error
0.4493
Root relative squared error
0.8986