Run
538443

Run 538443

Task 171 (Supervised Data Stream Classification) BNG(sick,nominal,1000000) Uploaded 21-03-2016 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(5)Moa implementation of OzaBag
moa.OzaBag_HoeffdingTree(5)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(5)_s16
moa.OzaBag_HoeffdingTree(5)_r1
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
0.8766
Per class
Confusion matrix
F measure
0.9196
Per class
Kappa
0.146
KB relative information score
828646.0024
Mean absolute error
0.093
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9223
Per class
Predictive accuracy
0.9405
Prior entropy
1
Recall
0.9405
Per class
Relative absolute error
0.186
Root mean prior squared error
0.5
Root mean squared error
0.2158
Root relative squared error
0.4315