Run
529733

Run 529733

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(5)Moa implementation of HoeffdingTree
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_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
0.9632
Per class
Confusion matrix
F measure
0.8148
Per class
Kappa
0.7945
KB relative information score
809634.0197
Mean absolute error
0.0428
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.815
Per class
Predictive accuracy
0.8151
Prior entropy
3.3219
Recall
0.8151
Per class
Relative absolute error
0.238
Root mean prior squared error
0.3
Root mean squared error
0.1706
Root relative squared error
0.5687