Run
2886

Run 2886

Task 2127 (Supervised Data Stream Classification) BNG(anneal) Uploaded 28-04-2014 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
0.9529
Per class
Confusion matrix
F measure
0.8794
Per class
Kappa
0.6971
KB relative information score
862723.9007
Mean absolute error
0.0515
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8818
Per class
Predictive accuracy
0.8913
Prior entropy
2.585
Ram hours
0
Recall
0.8913
Per class
Relative absolute error
0.1853
Root mean prior squared error
0.3727
Root mean squared error
0.1619
Root relative squared error
0.4345
Run CPU time
11.6209