Run
525498

Run 525498

Task 2160 (Supervised Data Stream Classification) BNG(sonar) 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
0.9036
Per class
Confusion matrix
F measure
0.8269
Per class
Kappa
0.652
KB relative information score
504302.3405
Mean absolute error
0.2662
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8272
Per class
Predictive accuracy
0.8272
Prior entropy
1
Recall
0.8272
Per class
Relative absolute error
0.5324
Root mean prior squared error
0.5
Root mean squared error
0.3522
Root relative squared error
0.7044