DEVELOPMENT... OpenML
Run
1922

Run 1922

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 24-04-2014 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
0.7302
Per class
Confusion matrix
F measure
0.4477
Per class
Kappa
0.2822
KB relative information score
325721.3048
Mean absolute error
0.2474
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.4503
Per class
Predictive accuracy
0.4527
Prior entropy
2.3219
Ram hours
0
Recall
0.4527
Per class
Relative absolute error
0.7732
Root mean prior squared error
0.4
Root mean squared error
0.3721
Root relative squared error
0.9303
Run CPU time
22.91