Run
1831088

Run 1831088

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(3)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(3)_m33554432
moa.RandomHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(3)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(3)_e1000000
moa.RandomHoeffdingTree(3)_g200
moa.RandomHoeffdingTree(3)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(3)_c1.0E-7
moa.RandomHoeffdingTree(3)_t0.05
moa.RandomHoeffdingTree(3)_bfalse
moa.RandomHoeffdingTree(3)_zfalse
moa.RandomHoeffdingTree(3)_pfalse
moa.RandomHoeffdingTree(3)_lNBAdaptive
moa.RandomHoeffdingTree(3)_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
0.9008
Per class
Confusion matrix
F measure
0.8272
Per class
Kappa
0.6571
KB relative information score
769882.0891
Mean absolute error
0.0996
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8259
Per class
Predictive accuracy
0.8294
Prior entropy
2.3219
Recall
0.8294
Per class
Relative absolute error
0.3114
Root mean prior squared error
0.4
Root mean squared error
0.2247
Root relative squared error
0.5616