Run
1571

Run 1571

Task 179 (Supervised Data Stream Classification) BNG(heart-statlog,nominal,1000000) Uploaded 23-04-2014 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(1)_zfalse

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.

20 Evaluation measures

Area under ROC curve
0.914
Per class
Confusion matrix
F measure
0.8418
Per class
Kappa
0.6794
KB relative information score
573783.9244
Mean absolute error
0.2261
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.842
Per class
Predictive accuracy
0.8422
Prior entropy
1
Ram hours
0
Recall
0.8422
Per class
Relative absolute error
0.4521
Root mean prior squared error
0.5
Root mean squared error
0.3392
Root relative squared error
0.6785
Run CPU time
10.46