Run
1744

Run 1744

Task 176 (Supervised Data Stream Classification) BNG(heart-c,nominal,1000000) Uploaded 23-04-2014 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
0.948
Per class
Confusion matrix
F measure
0.8743
Per class
Kappa
0.7504
KB relative information score
835893.0452
Mean absolute error
0.0713
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8736
Per class
Predictive accuracy
0.8754
Prior entropy
2.3219
Ram hours
0.0001
Recall
0.8754
Per class
Relative absolute error
0.2228
Root mean prior squared error
0.4
Root mean squared error
0.1905
Root relative squared error
0.4762
Run CPU time
65.29