Run
529727

Run 529727

Task 2130 (Supervised Data Stream Classification) BNG(letter) 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
0.9079
Per class
Confusion matrix
F measure
0.5146
Per class
Kappa
0.4966
KB relative information score
557947.7487
Mean absolute error
0.044
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.5165
Per class
Predictive accuracy
0.516
Prior entropy
4.7004
Recall
0.516
Per class
Relative absolute error
0.5943
Root mean prior squared error
0.1923
Root mean squared error
0.1574
Root relative squared error
0.8184