DEVELOPMENT... OpenML
Run
177736

Run 177736

Task 7342 (Supervised Data Stream Classification) BNG(anneal.ORIG,5000,5) Uploaded 23-02-2015 by Jason
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(1)_zfalse

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
0.7712
Per class
Confusion matrix
F measure
0.7469
Per class
Kappa
0.3147
KB relative information score
704779.459
Mean absolute error
0.1091
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7439
Per class
Predictive accuracy
0.7838
Prior entropy
2.585
Recall
0.7838
Per class
Relative absolute error
0.3926
Root mean prior squared error
0.3727
Root mean squared error
0.2369
Root relative squared error
0.6356