Run
2403

Run 2403

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.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(1)_zfalse

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
0.8217
Per class
Confusion matrix
F measure
0.5694
Per class
Kappa
0.4435
KB relative information score
494340.9984
Mean absolute error
0.1706
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.5683
Per class
Predictive accuracy
0.6097
Prior entropy
2.585
Ram hours
0
Recall
0.6097
Per class
Relative absolute error
0.614
Root mean prior squared error
0.3727
Root mean squared error
0.2999
Root relative squared error
0.8048
Run CPU time
20.66