Run
1831062

Run 1831062

Task 178 (Supervised Data Stream Classification) BNG(trains) 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
0.926
Per class
Confusion matrix
F measure
0.8556
Per class
Kappa
0.7114
KB relative information score
605720.1646
Mean absolute error
0.2096
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8568
Per class
Predictive accuracy
0.8557
Prior entropy
1
Recall
0.8557
Per class
Relative absolute error
0.4192
Root mean prior squared error
0.5
Root mean squared error
0.3262
Root relative squared error
0.6524