Run
1832642

Run 1832642

Task 197 (Supervised Data Stream Classification) RandomRBF_50_1E-3 Uploaded 13-10-2016 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(6)Moa implementation of OzaBag
moa.HoeffdingTree(7)_m33554432
moa.HoeffdingTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(7)_dNominalAttributeClassObserver
moa.HoeffdingTree(7)_e1000000
moa.HoeffdingTree(7)_g200
moa.HoeffdingTree(7)_sInfoGainSplitCriterion
moa.HoeffdingTree(7)_c1.0E-7
moa.HoeffdingTree(7)_t0.05
moa.HoeffdingTree(7)_bfalse
moa.HoeffdingTree(7)_zfalse
moa.HoeffdingTree(7)_rfalse
moa.HoeffdingTree(7)_pfalse
moa.HoeffdingTree(7)_lNBAdaptive
moa.HoeffdingTree(7)_q0
moa.OzaBag_HoeffdingTree(6)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(6)_s64

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
0.6906
Per class
Confusion matrix
F measure
0.3227
Per class
Kappa
0.1566
KB relative information score
158563.7151
Mean absolute error
0.2979
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.4205
Per class
Predictive accuracy
0.3868
Prior entropy
2.3219
Recall
0.3868
Per class
Relative absolute error
0.9311
Root mean prior squared error
0.4
Root mean squared error
0.3831
Root relative squared error
0.9578