Run
178379

Run 178379

Task 7360 (Supervised Data Stream Classification) BNG(letter,5000,5) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_HoeffdingTree(1)_s10

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
0.9141
Per class
Confusion matrix
F measure
0.5009
Per class
Kappa
0.4832
KB relative information score
527056.9774
Mean absolute error
0.0491
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5039
Per class
Predictive accuracy
0.5031
Prior entropy
4.7004
Recall
0.5031
Per class
Relative absolute error
0.6639
Root mean prior squared error
0.1923
Root mean squared error
0.1569
Root relative squared error
0.8159