Run
155005

Run 155005

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 Uploaded 10-02-2015 by Jan van Rijn
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Flow

moa.HoeffdingOptionTree(1)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(1)_o5
moa.HoeffdingOptionTree(1)_m33554432
moa.HoeffdingOptionTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(1)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(1)_e1000000
moa.HoeffdingOptionTree(1)_g200
moa.HoeffdingOptionTree(1)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(1)_c1.0E-7
moa.HoeffdingOptionTree(1)_w0.1
moa.HoeffdingOptionTree(1)_t0.05
moa.HoeffdingOptionTree(1)_bfalse
moa.HoeffdingOptionTree(1)_rfalse
moa.HoeffdingOptionTree(1)_pfalse
moa.HoeffdingOptionTree(1)_z2
moa.HoeffdingOptionTree(1)_lNBAdaptive
moa.HoeffdingOptionTree(1)_q0

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.

18 Evaluation measures

Area under ROC curve
0.6044
Per class
Confusion matrix
F measure
0.2936
Per class
Kappa
0.0938
KB relative information score
159842.1167
Mean absolute error
0.2961
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.3415
Per class
Predictive accuracy
0.3393
Prior entropy
2.3219
Recall
0.3393
Per class
Relative absolute error
0.9252
Root mean prior squared error
0.4
Root mean squared error
0.3883
Root relative squared error
0.9709