Run
1831366

Run 1831366

Task 125963 (Supervised Data Stream Classification) BNG(anneal) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(4)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(4)_m33554432
moa.ASHoeffdingTree(4)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(4)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(4)_e1000000
moa.ASHoeffdingTree(4)_g200
moa.ASHoeffdingTree(4)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(4)_c1.0E-7
moa.ASHoeffdingTree(4)_t0.05
moa.ASHoeffdingTree(4)_bfalse
moa.ASHoeffdingTree(4)_zfalse
moa.ASHoeffdingTree(4)_rfalse
moa.ASHoeffdingTree(4)_pfalse
moa.ASHoeffdingTree(4)_lNBAdaptive
moa.ASHoeffdingTree(4)_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
0.9809
Per class
Confusion matrix
F measure
0.9435
Per class
Kappa
0.8606
KB relative information score
930105.5061
Mean absolute error
0.0254
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9429
Per class
Predictive accuracy
0.9445
Prior entropy
2.585
Recall
0.9445
Per class
Relative absolute error
0.0914
Root mean prior squared error
0.3727
Root mean squared error
0.1219
Root relative squared error
0.3272