Run
529739

Run 529739

Task 2164 (Supervised Data Stream Classification) BNG(vehicle) Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(5)Moa implementation of HoeffdingTree
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_q0

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
0.8594
Per class
Confusion matrix
F measure
0.6483
Per class
Kappa
0.5473
KB relative information score
534403.3308
Mean absolute error
0.2105
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.646
Per class
Predictive accuracy
0.6604
Prior entropy
2
Recall
0.6604
Per class
Relative absolute error
0.5614
Root mean prior squared error
0.433
Root mean squared error
0.3422
Root relative squared error
0.7902