Run
1831087

Run 1831087

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(3)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(3)_m33554432
moa.RandomHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(3)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(3)_e1000000
moa.RandomHoeffdingTree(3)_g200
moa.RandomHoeffdingTree(3)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(3)_c1.0E-7
moa.RandomHoeffdingTree(3)_t0.05
moa.RandomHoeffdingTree(3)_bfalse
moa.RandomHoeffdingTree(3)_zfalse
moa.RandomHoeffdingTree(3)_pfalse
moa.RandomHoeffdingTree(3)_lNBAdaptive
moa.RandomHoeffdingTree(3)_q0

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
0.9284
Per class
Confusion matrix
F measure
0.6525
Per class
Kappa
0.6198
KB relative information score
622097.3536
Mean absolute error
0.0913
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.6544
Per class
Predictive accuracy
0.6579
Prior entropy
3.3219
Recall
0.6579
Per class
Relative absolute error
0.5073
Root mean prior squared error
0.3
Root mean squared error
0.2185
Root relative squared error
0.7285