Run
1832929

Run 1832929

Task 2229 (Supervised Data Stream Classification) BNG(tic-tac-toe) 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)_s16

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
0.7743
Per class
Confusion matrix
F measure
0.7287
Per class
Kappa
0.3881
KB relative information score
12414.2867
Mean absolute error
0.3596
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.7324
Per class
Predictive accuracy
0.7408
Prior entropy
1
Recall
0.7408
Per class
Relative absolute error
0.7191
Root mean prior squared error
0.5
Root mean squared error
0.421
Root relative squared error
0.8421