Run
1831069

Run 1831069

Task 193 (Supervised Data Stream Classification) pokerhand Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(3)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(3)_m33554432
moa.RandomHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(3)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(3)_e1000000
moa.RandomHoeffdingTree(3)_g200
moa.RandomHoeffdingTree(3)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(3)_c1.0E-7
moa.RandomHoeffdingTree(3)_t0.05
moa.RandomHoeffdingTree(3)_bfalse
moa.RandomHoeffdingTree(3)_zfalse
moa.RandomHoeffdingTree(3)_pfalse
moa.RandomHoeffdingTree(3)_lNBAdaptive
moa.RandomHoeffdingTree(3)_q0

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
0.7494
Per class
Confusion matrix
F measure
0.6108
Per class
Kappa
0.3122
KB relative information score
566232.3171
Mean absolute error
0.0905
Mean prior absolute error
0.18
Number of instances
829201
Per class
Precision
0.6252
Per class
Predictive accuracy
0.6331
Prior entropy
3.3219
Recall
0.6331
Per class
Relative absolute error
0.5026
Root mean prior squared error
0.3
Root mean squared error
0.2163
Root relative squared error
0.7211