Run
529815

Run 529815

Task 7315 (Supervised Data Stream Classification) codrnaNorm Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(2)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(2)_m33554432
moa.RandomHoeffdingTree(2)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(2)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(2)_e1000000
moa.RandomHoeffdingTree(2)_g200
moa.RandomHoeffdingTree(2)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(2)_c1.0E-7
moa.RandomHoeffdingTree(2)_t0.05
moa.RandomHoeffdingTree(2)_bfalse
moa.RandomHoeffdingTree(2)_zfalse
moa.RandomHoeffdingTree(2)_pfalse
moa.RandomHoeffdingTree(2)_lNBAdaptive
moa.RandomHoeffdingTree(2)_q0
moa.RandomHoeffdingTree(2)_r1

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
0.9573
Per class
Confusion matrix
F measure
0.8954
Per class
Kappa
0.7654
KB relative information score
352154.3577
Mean absolute error
0.1479
Mean prior absolute error
0.5
Number of instances
488565
Per class
Precision
0.8959
Per class
Predictive accuracy
0.8951
Prior entropy
1
Recall
0.8951
Per class
Relative absolute error
0.2958
Root mean prior squared error
0.5
Root mean squared error
0.2754
Root relative squared error
0.5508