Run
177797

Run 177797

Task 7340 (Supervised Data Stream Classification) BNG(anneal.ORIG,1000,10) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.6682
Per class
Confusion matrix
F measure
0.6754
Per class
Kappa
0.0716
KB relative information score
650094.4727
Mean absolute error
0.1257
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.672
Per class
Predictive accuracy
0.7596
Prior entropy
2.585
Recall
0.7596
Per class
Relative absolute error
0.4525
Root mean prior squared error
0.3727
Root mean squared error
0.2536
Root relative squared error
0.6806