Run
4572

Run 4572

Task 2179 (Supervised Data Stream Classification) balance-scale Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.9028
Per class
Confusion matrix
F measure
0.7892
Per class
Kappa
0.6546
KB relative information score
360.6385
Mean absolute error
0.2239
Mean prior absolute error
0.4444
Number of instances
625
Per class
Precision
0.791
Per class
Predictive accuracy
0.8112
Prior entropy
1.585
Recall
0.8112
Per class
Relative absolute error
0.5038
Root mean prior squared error
0.4714
Root mean squared error
0.3258
Root relative squared error
0.6912
Run CPU time
0.07