Run
2840

Run 2840

Task 2134 (Supervised Data Stream Classification) BNG(mfeat-karhunen) Uploaded 28-04-2014 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
0.9991
Per class
Confusion matrix
F measure
0.9731
Per class
Kappa
0.97
KB relative information score
962209.3043
Mean absolute error
0.0118
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9732
Per class
Predictive accuracy
0.973
Prior entropy
3.3219
Ram hours
0.0009
Recall
0.973
Per class
Relative absolute error
0.0653
Root mean prior squared error
0.3
Root mean squared error
0.0667
Root relative squared error
0.2225
Run CPU time
1237.7544