DEVELOPMENT... OpenML
Run
1538

Run 1538

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 Uploaded 23-04-2014 by Jason
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(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
0.5828
Per class
Confusion matrix
F measure
0.2815
Per class
Kappa
0.0743
KB relative information score
153379.4542
Mean absolute error
0.298
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.3123
Per class
Predictive accuracy
0.3226
Prior entropy
2.3219
Ram hours
0
Recall
0.3226
Per class
Relative absolute error
0.9313
Root mean prior squared error
0.4
Root mean squared error
0.393
Root relative squared error
0.9825
Run CPU time
23.78