Run
177133

Run 177133

Task 7337 (Supervised Data Stream Classification) BNG(anneal,10000,10) Uploaded 22-02-2015 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_HoeffdingTree(1)_s10

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
0.963
Per class
Confusion matrix
F measure
0.9087
Per class
Kappa
0.7719
KB relative information score
873042.5511
Mean absolute error
0.0492
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9077
Per class
Predictive accuracy
0.9105
Prior entropy
2.585
Recall
0.9105
Per class
Relative absolute error
0.1771
Root mean prior squared error
0.3727
Root mean squared error
0.1522
Root relative squared error
0.4084