Run
2118

Run 2118

Task 130 (Supervised Data Stream Classification) BNG(bridges_version1,nominal,1000000) Uploaded 24-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.8839
Per class
Confusion matrix
F measure
0.6393
Per class
Kappa
0.5328
KB relative information score
601334.5378
Mean absolute error
0.134
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.637
Per class
Predictive accuracy
0.6658
Prior entropy
2.585
Ram hours
0.0663
Recall
0.6658
Per class
Relative absolute error
0.4825
Root mean prior squared error
0.3727
Root mean squared error
0.2785
Root relative squared error
0.7472
Run CPU time
563.35