Run
1832573

Run 1832573

Task 194 (Supervised Data Stream Classification) RandomRBF_0_0 Uploaded 12-10-2016 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)_s128

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
0.9841
Per class
Confusion matrix
F measure
0.8836
Per class
Kappa
0.8486
KB relative information score
801924.1824
Mean absolute error
0.0854
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8847
Per class
Predictive accuracy
0.8833
Prior entropy
2.3219
Recall
0.8833
Per class
Relative absolute error
0.2669
Root mean prior squared error
0.4
Root mean squared error
0.1847
Root relative squared error
0.4617