Run
529787

Run 529787

Task 196 (Supervised Data Stream Classification) RandomRBF_10_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
0.8975
Per class
Confusion matrix
F measure
0.6911
Per class
Kappa
0.6007
KB relative information score
575296.645
Mean absolute error
0.1647
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6923
Per class
Predictive accuracy
0.6929
Prior entropy
2.3219
Recall
0.6929
Per class
Relative absolute error
0.5145
Root mean prior squared error
0.4
Root mean squared error
0.291
Root relative squared error
0.7274