Run
1831044

Run 1831044

Task 2229 (Supervised Data Stream Classification) BNG(tic-tac-toe) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.HoeffdingAdaptiveTree(2)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(2)_m33554432
moa.HoeffdingAdaptiveTree(2)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(2)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(2)_e1000000
moa.HoeffdingAdaptiveTree(2)_g200
moa.HoeffdingAdaptiveTree(2)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(2)_c1.0E-7
moa.HoeffdingAdaptiveTree(2)_t0.05
moa.HoeffdingAdaptiveTree(2)_bfalse
moa.HoeffdingAdaptiveTree(2)_zfalse
moa.HoeffdingAdaptiveTree(2)_rfalse
moa.HoeffdingAdaptiveTree(2)_pfalse
moa.HoeffdingAdaptiveTree(2)_lNBAdaptive
moa.HoeffdingAdaptiveTree(2)_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
0.7442
Per class
Confusion matrix
F measure
0.7201
Per class
Kappa
0.3698
KB relative information score
12158.4397
Mean absolute error
0.3615
Mean prior absolute error
0.5
Number of instances
39366
Per class
Precision
0.7207
Per class
Predictive accuracy
0.7301
Prior entropy
1
Recall
0.7301
Per class
Relative absolute error
0.723
Root mean prior squared error
0.5
Root mean squared error
0.4319
Root relative squared error
0.8638