Run
1835013

Run 1835013

Task 7317 (Supervised Data Stream Classification) AirlinesCodrnaAdult Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(6)Moa implementation of OzaBag
moa.HoeffdingTree(7)_m33554432
moa.HoeffdingTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(7)_dNominalAttributeClassObserver
moa.HoeffdingTree(7)_e1000000
moa.HoeffdingTree(7)_g200
moa.HoeffdingTree(7)_sInfoGainSplitCriterion
moa.HoeffdingTree(7)_c1.0E-7
moa.HoeffdingTree(7)_t0.05
moa.HoeffdingTree(7)_bfalse
moa.HoeffdingTree(7)_zfalse
moa.HoeffdingTree(7)_rfalse
moa.HoeffdingTree(7)_pfalse
moa.HoeffdingTree(7)_lNBAdaptive
moa.HoeffdingTree(7)_q0
moa.OzaBag_HoeffdingTree(6)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(6)_s64

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
0.8854
Per class
Confusion matrix
F measure
0.7939
Per class
Kappa
0.5895
KB relative information score
555642.2539
Mean absolute error
0.2501
Mean prior absolute error
0.5
Number of instances
1076790
Per class
Precision
0.8071
Per class
Predictive accuracy
0.7933
Prior entropy
1
Recall
0.7933
Per class
Relative absolute error
0.5003
Root mean prior squared error
0.5
Root mean squared error
0.3724
Root relative squared error
0.7449