Run
529714

Run 529714

Task 190 (Supervised Data Stream Classification) Hyperplane_10_1E-3 Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(5)Moa implementation of HoeffdingTree
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_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
0.859
Per class
Confusion matrix
F measure
0.7876
Per class
Kappa
0.5752
KB relative information score
736015.8809
Mean absolute error
0.1137
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7876
Per class
Predictive accuracy
0.7876
Prior entropy
2.3219
Recall
0.7876
Per class
Relative absolute error
0.3553
Root mean prior squared error
0.4
Root mean squared error
0.2465
Root relative squared error
0.6161