Run
1608

Run 1608

Task 161 (Supervised Data Stream Classification) BNG(colic.ORIG,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
0.8197
Per class
Confusion matrix
F measure
0.7588
Per class
Kappa
0.4522
KB relative information score
430803.0963
Mean absolute error
0.2936
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7577
Per class
Predictive accuracy
0.7638
Prior entropy
1
Ram hours
0.0002
Recall
0.7638
Per class
Relative absolute error
0.5873
Root mean prior squared error
0.5
Root mean squared error
0.4014
Root relative squared error
0.8028
Run CPU time
32.04