Run
2193

Run 2193

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 24-04-2014 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
0.9793
Per class
Confusion matrix
F measure
0.9381
Per class
Kappa
0.8762
KB relative information score
834896.3761
Mean absolute error
0.0885
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9381
Per class
Predictive accuracy
0.9381
Prior entropy
1
Ram hours
0.0001
Recall
0.9381
Per class
Relative absolute error
0.177
Root mean prior squared error
0.5
Root mean squared error
0.2206
Root relative squared error
0.4412
Run CPU time
50.87