Run
529788

Run 529788

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(2)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(2)_m33554432
moa.RandomHoeffdingTree(2)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(2)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(2)_e1000000
moa.RandomHoeffdingTree(2)_g200
moa.RandomHoeffdingTree(2)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(2)_c1.0E-7
moa.RandomHoeffdingTree(2)_t0.05
moa.RandomHoeffdingTree(2)_bfalse
moa.RandomHoeffdingTree(2)_zfalse
moa.RandomHoeffdingTree(2)_pfalse
moa.RandomHoeffdingTree(2)_lNBAdaptive
moa.RandomHoeffdingTree(2)_q0
moa.RandomHoeffdingTree(2)_r1

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.

18 Evaluation measures

Area under ROC curve
0.6338
Per class
Confusion matrix
F measure
0.333
Per class
Kappa
0.137
KB relative information score
189230.5472
Mean absolute error
0.2887
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.3508
Per class
Predictive accuracy
0.3606
Prior entropy
2.3219
Recall
0.3606
Per class
Relative absolute error
0.9021
Root mean prior squared error
0.4
Root mean squared error
0.3866
Root relative squared error
0.9665