Run
2366

Run 2366

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 Uploaded 24-04-2014 by Jan van Rijn
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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
0.5456
Per class
Confusion matrix
F measure
0.2283
Per class
Kappa
0.0295
KB relative information score
123053.281
Mean absolute error
0.3055
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.2951
Per class
Predictive accuracy
0.3055
Prior entropy
2.3219
Ram hours
0
Recall
0.3055
Per class
Relative absolute error
0.9546
Root mean prior squared error
0.4
Root mean squared error
0.393
Root relative squared error
0.9824
Run CPU time
13.67