Run
178653

Run 178653

Task 7353 (Supervised Data Stream Classification) BNG(kr-vs-kp,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
0.9879
Per class
Confusion matrix
F measure
0.9566
Per class
Kappa
0.9131
KB relative information score
884760.9511
Mean absolute error
0.0616
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9567
Per class
Predictive accuracy
0.9566
Prior entropy
1
Recall
0.9566
Per class
Relative absolute error
0.1233
Root mean prior squared error
0.5
Root mean squared error
0.1871
Root relative squared error
0.3741