Run
1570

Run 1570

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 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
0.6727
Per class
Confusion matrix
F measure
0.379
Per class
Kappa
0.1913
KB relative information score
240720.0387
Mean absolute error
0.2745
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.3883
Per class
Predictive accuracy
0.3916
Prior entropy
2.3219
Ram hours
0
Recall
0.3916
Per class
Relative absolute error
0.8579
Root mean prior squared error
0.4
Root mean squared error
0.3823
Root relative squared error
0.9559
Run CPU time
31.25