Run
2206

Run 2206

Task 182 (Supervised Data Stream Classification) BNG(vote) 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
0.9701
Per class
Confusion matrix
F measure
0.915
Per class
Kappa
0.8202
KB relative information score
100900.0578
Mean absolute error
0.1228
Mean prior absolute error
0.5
Number of instances
131072
Per class
Precision
0.9151
Per class
Predictive accuracy
0.9153
Prior entropy
1
Ram hours
0
Recall
0.9153
Per class
Relative absolute error
0.2456
Root mean prior squared error
0.5
Root mean squared error
0.2498
Root relative squared error
0.4997
Run CPU time
1.04