Run
525360

Run 525360

Task 2151 (Supervised Data Stream Classification) BNG(cmc) Uploaded 19-02-2016 by Joaquin Vanschoren
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Flow

moa.OzaBag_HoeffdingTree(5)Moa implementation of OzaBag
moa.OzaBag_HoeffdingTree(5)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(5)_s128
moa.OzaBag_HoeffdingTree(5)_r1
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_q0

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
0.7031
Per class
Confusion matrix
F measure
0.5297
Per class
Kappa
0.2706
KB relative information score
12533.6983
Mean absolute error
0.3785
Mean prior absolute error
0.4444
Number of instances
55296
Per class
Precision
0.5289
Per class
Predictive accuracy
0.5309
Prior entropy
1.585
Recall
0.5309
Per class
Relative absolute error
0.8517
Root mean prior squared error
0.4714
Root mean squared error
0.4378
Root relative squared error
0.9288