Run
1831090

Run 1831090

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(3)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(3)_m33554432
moa.RandomHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(3)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(3)_e1000000
moa.RandomHoeffdingTree(3)_g200
moa.RandomHoeffdingTree(3)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(3)_c1.0E-7
moa.RandomHoeffdingTree(3)_t0.05
moa.RandomHoeffdingTree(3)_bfalse
moa.RandomHoeffdingTree(3)_zfalse
moa.RandomHoeffdingTree(3)_pfalse
moa.RandomHoeffdingTree(3)_lNBAdaptive
moa.RandomHoeffdingTree(3)_q0

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
0.8197
Per class
Confusion matrix
F measure
0.7551
Per class
Kappa
0.5078
KB relative information score
364026.5069
Mean absolute error
0.3334
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7551
Per class
Predictive accuracy
0.7554
Prior entropy
1
Recall
0.7554
Per class
Relative absolute error
0.6668
Root mean prior squared error
0.5
Root mean squared error
0.4145
Root relative squared error
0.829