Run
2911

Run 2911

Task 2153 (Supervised Data Stream Classification) BNG(colic) Uploaded 29-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.9452
Per class
Confusion matrix
F measure
0.8882
Per class
Kappa
0.7594
KB relative information score
691605.0521
Mean absolute error
0.166
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.888
Per class
Predictive accuracy
0.8885
Prior entropy
1
Ram hours
0.0011
Recall
0.8885
Per class
Relative absolute error
0.3321
Root mean prior squared error
0.5
Root mean squared error
0.2896
Root relative squared error
0.5792
Run CPU time
146.25