Run
529576

Run 529576

Task 188 (Supervised Data Stream Classification) CovPokElec Uploaded 03-03-2016 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
0.7461
Per class
Confusion matrix
F measure
0.5903
Per class
Kappa
0.3008
KB relative information score
955621.5513
Mean absolute error
0.095
Mean prior absolute error
0.18
Number of instances
1455525
Per class
Precision
0.5956
Per class
Predictive accuracy
0.6008
Prior entropy
3.3219
Recall
0.6008
Per class
Relative absolute error
0.5277
Root mean prior squared error
0.3
Root mean squared error
0.2236
Root relative squared error
0.7453