Run
3043

Run 3043

Task 2153 (Supervised Data Stream Classification) BNG(colic) Uploaded 29-04-2014 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
0.9292
Per class
Confusion matrix
F measure
0.8822
Per class
Kappa
0.7465
KB relative information score
691145.9519
Mean absolute error
0.1646
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.882
Per class
Predictive accuracy
0.8825
Prior entropy
1
Ram hours
0
Recall
0.8825
Per class
Relative absolute error
0.3292
Root mean prior squared error
0.5
Root mean squared error
0.3036
Root relative squared error
0.6071
Run CPU time
30.8285