Run
177571

Run 177571

Task 7389 (Supervised Data Stream Classification) BNG(lymph,10000,1) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.9843
Per class
Confusion matrix
F measure
0.9351
Per class
Kappa
0.8799
KB relative information score
905088.7743
Mean absolute error
0.0446
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9345
Per class
Predictive accuracy
0.936
Prior entropy
2
Recall
0.936
Per class
Relative absolute error
0.119
Root mean prior squared error
0.433
Root mean squared error
0.1583
Root relative squared error
0.3655