Run
3211

Run 3211

Task 2165 (Supervised Data Stream Classification) BNG(hepatitis) 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
0.9458
Per class
Confusion matrix
F measure
0.9123
Per class
Kappa
0.7292
KB relative information score
768026.8081
Mean absolute error
0.1241
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9118
Per class
Predictive accuracy
0.914
Prior entropy
1
Ram hours
0
Recall
0.914
Per class
Relative absolute error
0.2482
Root mean prior squared error
0.5
Root mean squared error
0.2572
Root relative squared error
0.5144
Run CPU time
27.6058