Run
1832922

Run 1832922

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 15-10-2016 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(6)Moa implementation of OzaBag
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
moa.OzaBag_HoeffdingTree(6)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(6)_s16

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
0.9476
Per class
Confusion matrix
F measure
0.8802
Per class
Kappa
0.7633
KB relative information score
844076.2383
Mean absolute error
0.0667
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8793
Per class
Predictive accuracy
0.882
Prior entropy
2.3219
Recall
0.882
Per class
Relative absolute error
0.2083
Root mean prior squared error
0.4
Root mean squared error
0.188
Root relative squared error
0.47