Run
1831303

Run 1831303

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.HoeffdingOptionTree(7)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(7)_o5
moa.HoeffdingOptionTree(7)_m33554432
moa.HoeffdingOptionTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(7)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(7)_e1000000
moa.HoeffdingOptionTree(7)_g200
moa.HoeffdingOptionTree(7)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(7)_c1.0E-7
moa.HoeffdingOptionTree(7)_w0.1
moa.HoeffdingOptionTree(7)_t0.05
moa.HoeffdingOptionTree(7)_bfalse
moa.HoeffdingOptionTree(7)_rfalse
moa.HoeffdingOptionTree(7)_pfalse
moa.HoeffdingOptionTree(7)_z2
moa.HoeffdingOptionTree(7)_lNBAdaptive
moa.HoeffdingOptionTree(7)_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
0.9632
Per class
Confusion matrix
F measure
0.8725
Per class
Kappa
0.8094
KB relative information score
787053.5024
Mean absolute error
0.1123
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.8729
Per class
Predictive accuracy
0.8729
Prior entropy
1.585
Recall
0.8729
Per class
Relative absolute error
0.2527
Root mean prior squared error
0.4714
Root mean squared error
0.255
Root relative squared error
0.5409