Run
1725

Run 1725

Task 191 (Supervised Data Stream Classification) Hyperplane_10_1E-4 Uploaded 23-04-2014 by Jan van Rijn
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
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.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_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
0.9412
Per class
Confusion matrix
F measure
0.9007
Per class
Kappa
0.8014
KB relative information score
825082.8211
Mean absolute error
0.083
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.9007
Per class
Predictive accuracy
0.9007
Prior entropy
2.3219
Ram hours
0.0003
Recall
0.9007
Per class
Relative absolute error
0.2594
Root mean prior squared error
0.4
Root mean squared error
0.1875
Root relative squared error
0.4687
Run CPU time
123.08