Run
529758

Run 529758

Task 7315 (Supervised Data Stream Classification) codrnaNorm 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
0.9816
Per class
Confusion matrix
F measure
0.9491
Per class
Kappa
0.8858
KB relative information score
421239.2289
Mean absolute error
0.0739
Mean prior absolute error
0.5
Number of instances
488565
Per class
Precision
0.9494
Per class
Predictive accuracy
0.9489
Prior entropy
1
Recall
0.9489
Per class
Relative absolute error
0.1478
Root mean prior squared error
0.5
Root mean squared error
0.2025
Root relative squared error
0.4049