DEVELOPMENT... OpenML
Run
1678

Run 1678

Task 177 (Supervised Data Stream Classification) BNG(heart-h,nominal,1000000) Uploaded 23-04-2014 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.

20 Evaluation measures

Area under ROC curve
0.8954
Per class
Confusion matrix
F measure
0.8187
Per class
Kappa
0.6097
KB relative information score
773754.1174
Mean absolute error
0.099
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8183
Per class
Predictive accuracy
0.8226
Prior entropy
2.3219
Ram hours
0
Recall
0.8226
Per class
Relative absolute error
0.3095
Root mean prior squared error
0.4
Root mean squared error
0.2237
Root relative squared error
0.5592
Run CPU time
13.88