Run
177583

Run 177583

Task 7378 (Supervised Data Stream Classification) BNG(autos,5000,5) 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
0.7459
Per class
Confusion matrix
F measure
0.4583
Per class
Kappa
0.3114
KB relative information score
388487.9313
Mean absolute error
0.1832
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4588
Per class
Predictive accuracy
0.4854
Prior entropy
2.8074
Recall
0.4854
Per class
Relative absolute error
0.7479
Root mean prior squared error
0.3499
Root mean squared error
0.3087
Root relative squared error
0.8821