Run
2420

Run 2420

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 25-04-2014 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
0.9085
Per class
Confusion matrix
F measure
0.7816
Per class
Kappa
0.6338
KB relative information score
1160924.3002
Mean absolute error
0.0585
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.7822
Per class
Predictive accuracy
0.784
Prior entropy
3.3219
Ram hours
0.0001
Recall
0.784
Per class
Relative absolute error
0.3253
Root mean prior squared error
0.3
Root mean squared error
0.1738
Root relative squared error
0.5794
Run CPU time
758.06