Run
529579

Run 529579

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) Uploaded 03-03-2016 by Joaquin Vanschoren
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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
0.9271
Per class
Confusion matrix
F measure
0.863
Per class
Kappa
0.7232
KB relative information score
628146.0429
Mean absolute error
0.1982
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8635
Per class
Predictive accuracy
0.8628
Prior entropy
1
Recall
0.8628
Per class
Relative absolute error
0.3963
Root mean prior squared error
0.5
Root mean squared error
0.321
Root relative squared error
0.6419