Run
57683

Run 57683

Task 7279 (Supervised Data Stream Classification) BNG(spectf_test) Uploaded 13-11-2014 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.

18 Evaluation measures

Area under ROC curve
0.6701
Per class
Confusion matrix
F measure
0.6909
Per class
Kappa
0.0013
KB relative information score
399935.0002
Mean absolute error
0.3175
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6744
Per class
Predictive accuracy
0.7836
Prior entropy
1
Recall
0.7836
Per class
Relative absolute error
0.6351
Root mean prior squared error
0.5
Root mean squared error
0.3998
Root relative squared error
0.7996