Run
2779

Run 2779

Task 2131 (Supervised Data Stream Classification) BNG(autos) Uploaded 28-04-2014 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
0.825
Per class
Confusion matrix
F measure
0.5466
Per class
Kappa
0.4206
KB relative information score
481698.1492
Mean absolute error
0.163
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.5483
Per class
Predictive accuracy
0.5633
Prior entropy
2.8074
Ram hours
0
Recall
0.5633
Per class
Relative absolute error
0.6656
Root mean prior squared error
0.3499
Root mean squared error
0.2874
Root relative squared error
0.8214
Run CPU time
26.59