DEVELOPMENT... OpenML
Run
178774

Run 178774

Task 7362 (Supervised Data Stream Classification) BNG(letter,10000,1) 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
0.8141
Per class
Confusion matrix
F measure
0.2533
Per class
Kappa
0.2321
KB relative information score
295751.7353
Mean absolute error
0.0652
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.2622
Per class
Predictive accuracy
0.2617
Prior entropy
4.7004
Recall
0.2617
Per class
Relative absolute error
0.8822
Root mean prior squared error
0.1923
Root mean squared error
0.1813
Root relative squared error
0.9429