Run
2417

Run 2417

Task 165 (Supervised Data Stream Classification) BNG(page-blocks,nominal,295245) Uploaded 24-04-2014 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
0.8639
Per class
Confusion matrix
F measure
0.8942
Per class
Kappa
0.4278
KB relative information score
256502.5004
Mean absolute error
0.0547
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.8918
Per class
Predictive accuracy
0.9106
Prior entropy
2.3219
Ram hours
0
Recall
0.9106
Per class
Relative absolute error
0.1709
Root mean prior squared error
0.4
Root mean squared error
0.166
Root relative squared error
0.4149
Run CPU time
4.14