Run
1832933

Run 1832933

Task 6706 (Supervised Data Stream Classification) BNG(satimage) Uploaded 16-10-2016 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(6)Moa implementation of OzaBag
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
moa.OzaBag_HoeffdingTree(6)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(6)_s16

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
0.9677
Per class
Confusion matrix
F measure
0.8407
Per class
Kappa
0.8042
KB relative information score
807430.7573
Mean absolute error
0.0696
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8411
Per class
Predictive accuracy
0.8412
Prior entropy
2.585
Recall
0.8412
Per class
Relative absolute error
0.2505
Root mean prior squared error
0.3727
Root mean squared error
0.1965
Root relative squared error
0.5273