Run
1756

Run 1756

Task 198 (Supervised Data Stream Classification) RandomRBF_50_1E-4 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
0.8482
Per class
Confusion matrix
F measure
0.6202
Per class
Kappa
0.5077
KB relative information score
506381.9442
Mean absolute error
0.1912
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.6205
Per class
Predictive accuracy
0.621
Prior entropy
2.3219
Ram hours
0
Recall
0.621
Per class
Relative absolute error
0.5975
Root mean prior squared error
0.4
Root mean squared error
0.3243
Root relative squared error
0.8107
Run CPU time
43.02