Run
3356

Run 3356

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 30-04-2014 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
0.9512
Per class
Confusion matrix
F measure
0.7356
Per class
Kappa
0.7059
KB relative information score
691682.5264
Mean absolute error
0.0766
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7365
Per class
Predictive accuracy
0.7353
Prior entropy
3.3219
Recall
0.7353
Per class
Relative absolute error
0.4254
Root mean prior squared error
0.3
Root mean squared error
0.197
Root relative squared error
0.6567
Run CPU time
53.6541