Run
2482

Run 2482

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) 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
0.9808
Per class
Confusion matrix
F measure
0.9452
Per class
Kappa
0.8811
KB relative information score
857831.2491
Mean absolute error
0.0758
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9453
Per class
Predictive accuracy
0.9452
Prior entropy
1
Ram hours
0.0001
Recall
0.9452
Per class
Relative absolute error
0.1517
Root mean prior squared error
0.5
Root mean squared error
0.2109
Root relative squared error
0.4218
Run CPU time
70.14