Run
3042

Run 3042

Task 2134 (Supervised Data Stream Classification) BNG(mfeat-karhunen) 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
0.9995
Per class
Confusion matrix
F measure
0.9788
Per class
Kappa
0.9764
KB relative information score
972424.4158
Mean absolute error
0.0084
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9788
Per class
Predictive accuracy
0.9787
Prior entropy
3.3219
Ram hours
0.0049
Recall
0.9787
Per class
Relative absolute error
0.0465
Root mean prior squared error
0.3
Root mean squared error
0.0586
Root relative squared error
0.1954
Run CPU time
1119.6564