Run
1831849

Run 1831849

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) 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
0.9344
Per class
Confusion matrix
F measure
0.8798
Per class
Kappa
0.7563
KB relative information score
681500.6066
Mean absolute error
0.1698
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8798
Per class
Predictive accuracy
0.88
Prior entropy
1
Recall
0.88
Per class
Relative absolute error
0.3396
Root mean prior squared error
0.5
Root mean squared error
0.3056
Root relative squared error
0.6112