Run
529711

Run 529711

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(5)Moa implementation of HoeffdingTree
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_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
0.9807
Per class
Confusion matrix
F measure
0.9461
Per class
Kappa
0.8831
KB relative information score
858528.8436
Mean absolute error
0.0758
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9462
Per class
Predictive accuracy
0.9461
Prior entropy
1
Recall
0.9461
Per class
Relative absolute error
0.1515
Root mean prior squared error
0.5
Root mean squared error
0.21
Root relative squared error
0.4199