Run
1832846

Run 1832846

Task 195 (Supervised Data Stream Classification) RandomRBF_10_1E-3 Uploaded 15-10-2016 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)_s32

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
0.9647
Per class
Confusion matrix
F measure
0.812
Per class
Kappa
0.7575
KB relative information score
706935.3879
Mean absolute error
0.1195
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8144
Per class
Predictive accuracy
0.8139
Prior entropy
2.3219
Recall
0.8139
Per class
Relative absolute error
0.3734
Root mean prior squared error
0.4
Root mean squared error
0.2261
Root relative squared error
0.5652