Run
1846

Run 1846

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 23-04-2014 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
0.8837
Per class
Confusion matrix
F measure
0.6679
Per class
Kappa
0.5725
KB relative information score
543461.8066
Mean absolute error
0.1761
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6697
Per class
Predictive accuracy
0.673
Prior entropy
2.3219
Ram hours
0
Recall
0.673
Per class
Relative absolute error
0.5503
Root mean prior squared error
0.4
Root mean squared error
0.2994
Root relative squared error
0.7485
Run CPU time
13.99