DEVELOPMENT... OpenML
Run
177581

Run 177581

Task 7382 (Supervised Data Stream Classification) BNG(autos,10000,10) 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
0.7529
Per class
Confusion matrix
F measure
0.4685
Per class
Kappa
0.3239
KB relative information score
397578.0279
Mean absolute error
0.181
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4673
Per class
Predictive accuracy
0.4949
Prior entropy
2.8074
Recall
0.4949
Per class
Relative absolute error
0.7393
Root mean prior squared error
0.3499
Root mean squared error
0.307
Root relative squared error
0.8773