Run
1831292

Run 1831292

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.HoeffdingOptionTree(7)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(7)_o5
moa.HoeffdingOptionTree(7)_m33554432
moa.HoeffdingOptionTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(7)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(7)_e1000000
moa.HoeffdingOptionTree(7)_g200
moa.HoeffdingOptionTree(7)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(7)_c1.0E-7
moa.HoeffdingOptionTree(7)_w0.1
moa.HoeffdingOptionTree(7)_t0.05
moa.HoeffdingOptionTree(7)_bfalse
moa.HoeffdingOptionTree(7)_rfalse
moa.HoeffdingOptionTree(7)_pfalse
moa.HoeffdingOptionTree(7)_z2
moa.HoeffdingOptionTree(7)_lNBAdaptive
moa.HoeffdingOptionTree(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
0.7607
Per class
Confusion matrix
F measure
0.8605
Per class
Kappa
0.0846
KB relative information score
248970.5897
Mean absolute error
0.0667
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8544
Per class
Predictive accuracy
0.9015
Prior entropy
2.3219
Recall
0.9015
Per class
Relative absolute error
0.2083
Root mean prior squared error
0.4
Root mean squared error
0.1853
Root relative squared error
0.4633