Run
1493

Run 1493

Task 165 (Supervised Data Stream Classification) BNG(page-blocks,nominal,295245) 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
0.8855
Per class
Confusion matrix
F measure
0.903
Per class
Kappa
0.4874
KB relative information score
260649.9476
Mean absolute error
0.0485
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.9043
Per class
Predictive accuracy
0.9165
Prior entropy
2.3219
Ram hours
0
Recall
0.9165
Per class
Relative absolute error
0.1517
Root mean prior squared error
0.4
Root mean squared error
0.1582
Root relative squared error
0.3955
Run CPU time
17.18