Run
177018

Run 177018

Task 7331 (Supervised Data Stream Classification) BNG(anneal,1000,10) Uploaded 22-02-2015 by Jan van Rijn
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Flow

moa.OzaBoost_HoeffdingTree(1)Moa implementation of OzaBoost
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.OzaBoost_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBoost_HoeffdingTree(1)_pfalse
moa.OzaBoost_HoeffdingTree(1)_r1
moa.OzaBoost_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.

18 Evaluation measures

Area under ROC curve
0.8741
Per class
Confusion matrix
F measure
0.8028
Per class
Kappa
0.4836
KB relative information score
690009.5451
Mean absolute error
0.1227
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7988
Per class
Predictive accuracy
0.8226
Prior entropy
2.585
Recall
0.8226
Per class
Relative absolute error
0.4417
Root mean prior squared error
0.3727
Root mean squared error
0.2215
Root relative squared error
0.5944