Run
177148

Run 177148

Task 7339 (Supervised Data Stream Classification) BNG(anneal.ORIG,1000,5) 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
0.868
Per class
Confusion matrix
F measure
0.809
Per class
Kappa
0.5014
KB relative information score
760261.8862
Mean absolute error
0.0897
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8049
Per class
Predictive accuracy
0.8271
Prior entropy
2.585
Recall
0.8271
Per class
Relative absolute error
0.3228
Root mean prior squared error
0.3727
Root mean squared error
0.2099
Root relative squared error
0.5633