Run
5123

Run 5123

Task 2211 (Supervised Data Stream Classification) spambase Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.9817
Per class
Confusion matrix
F measure
0.9534
Per class
Kappa
0.9037
KB relative information score
4172.4793
Mean absolute error
0.0464
Mean prior absolute error
0.5
Number of instances
4601
Per class
Precision
0.9579
Per class
Predictive accuracy
0.9531
Prior entropy
1
Recall
0.9531
Per class
Relative absolute error
0.0928
Root mean prior squared error
0.5
Root mean squared error
0.2139
Root relative squared error
0.4278
Run CPU time
0.49