Run
1510

Run 1510

Task 177 (Supervised Data Stream Classification) BNG(heart-h,nominal,1000000) Uploaded 23-04-2014 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
0.9401
Per class
Confusion matrix
F measure
0.8706
Per class
Kappa
0.723
KB relative information score
833508.9676
Mean absolute error
0.0725
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8699
Per class
Predictive accuracy
0.8718
Prior entropy
2.3219
Ram hours
0
Recall
0.8718
Per class
Relative absolute error
0.2264
Root mean prior squared error
0.4
Root mean squared error
0.1929
Root relative squared error
0.4822
Run CPU time
38.91