Run
2470

Run 2470

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 25-04-2014 by Jan van Rijn
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Flow

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(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.

20 Evaluation measures

Area under ROC curve
0.8844
Per class
Confusion matrix
F measure
0.8875
Per class
Kappa
0.7611
KB relative information score
642427.4037
Mean absolute error
0.1979
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8883
Per class
Predictive accuracy
0.8884
Prior entropy
1
Ram hours
0
Recall
0.8884
Per class
Relative absolute error
0.3958
Root mean prior squared error
0.5
Root mean squared error
0.3153
Root relative squared error
0.6306
Run CPU time
20.79