Run
5420

Run 5420

Task 2158 (Supervised Data Stream Classification) BNG(cylinder-bands) Uploaded 01-05-2014 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
0.6841
Per class
Confusion matrix
F measure
0.6435
Per class
Kappa
0.2646
KB relative information score
208418.4569
Mean absolute error
0.4036
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.645
Per class
Predictive accuracy
0.6504
Prior entropy
1
Ram hours
0.0011
Recall
0.6504
Per class
Relative absolute error
0.8072
Root mean prior squared error
0.5
Root mean squared error
0.4879
Root relative squared error
0.9758
Run CPU time
69.27