Run
57678

Run 57678

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 13-11-2014 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.

18 Evaluation measures

Area under ROC curve
0.9428
Per class
Confusion matrix
F measure
0.7554
Per class
Kappa
0.7056
KB relative information score
705675.3157
Mean absolute error
0.1044
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7527
Per class
Predictive accuracy
0.7632
Prior entropy
2.585
Recall
0.7632
Per class
Relative absolute error
0.376
Root mean prior squared error
0.3727
Root mean squared error
0.2375
Root relative squared error
0.6374