Run
1831822

Run 1831822

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(7)Moa implementation of HoeffdingTree
moa.HoeffdingTree(7)_m33554432
moa.HoeffdingTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(7)_dNominalAttributeClassObserver
moa.HoeffdingTree(7)_e1000000
moa.HoeffdingTree(7)_g200
moa.HoeffdingTree(7)_sInfoGainSplitCriterion
moa.HoeffdingTree(7)_c1.0E-7
moa.HoeffdingTree(7)_t0.05
moa.HoeffdingTree(7)_bfalse
moa.HoeffdingTree(7)_zfalse
moa.HoeffdingTree(7)_rfalse
moa.HoeffdingTree(7)_pfalse
moa.HoeffdingTree(7)_lNBAdaptive
moa.HoeffdingTree(7)_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
0.9391
Per class
Kappa
0.8782
KB relative information score
836566.9148
Mean absolute error
0.0877
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9391
Per class
Predictive accuracy
0.9391
Prior entropy
1
Recall
0.9391
Per class
Relative absolute error
0.1753
Root mean prior squared error
0.5
Root mean squared error
0.2176
Root relative squared error
0.4351