Run
1831844

Run 1831844

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(7)Moa implementation of HoeffdingTree
moa.HoeffdingTree(7)_m33554432
moa.HoeffdingTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(7)_dNominalAttributeClassObserver
moa.HoeffdingTree(7)_e1000000
moa.HoeffdingTree(7)_g200
moa.HoeffdingTree(7)_sInfoGainSplitCriterion
moa.HoeffdingTree(7)_c1.0E-7
moa.HoeffdingTree(7)_t0.05
moa.HoeffdingTree(7)_bfalse
moa.HoeffdingTree(7)_zfalse
moa.HoeffdingTree(7)_rfalse
moa.HoeffdingTree(7)_pfalse
moa.HoeffdingTree(7)_lNBAdaptive
moa.HoeffdingTree(7)_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
0.7501
Per class
Confusion matrix
F measure
0.866
Per class
Kappa
0.1342
KB relative information score
248432.5697
Mean absolute error
0.0677
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8625
Per class
Predictive accuracy
0.9028
Prior entropy
2.3219
Recall
0.9028
Per class
Relative absolute error
0.2116
Root mean prior squared error
0.4
Root mean squared error
0.1853
Root relative squared error
0.4633