Run
528406

Run 528406

Task 7309 (Supervised Data Stream Classification) Agrawal1 Uploaded 02-03-2016 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)_ctrue
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
0.8177
Per class
Confusion matrix
F measure
0.7868
Per class
Kappa
0.5021
KB relative information score
625182.8472
Mean absolute error
0.1872
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.847
Per class
Predictive accuracy
0.8117
Prior entropy
1
Recall
0.8117
Per class
Relative absolute error
0.3743
Root mean prior squared error
0.5
Root mean squared error
0.4174
Root relative squared error
0.8348