Run
528644

Run 528644

Task 192 (Supervised Data Stream Classification) LED(50000) Uploaded 03-03-2016 by Joaquin Vanschoren
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Flow

moa.HoeffdingOptionTree(6)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(6)_o5
moa.HoeffdingOptionTree(6)_m33554432
moa.HoeffdingOptionTree(6)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(6)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(6)_e1000000
moa.HoeffdingOptionTree(6)_g200
moa.HoeffdingOptionTree(6)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(6)_c1.0E-7
moa.HoeffdingOptionTree(6)_w0.1
moa.HoeffdingOptionTree(6)_t0.05
moa.HoeffdingOptionTree(6)_bfalse
moa.HoeffdingOptionTree(6)_rfalse
moa.HoeffdingOptionTree(6)_pfalse
moa.HoeffdingOptionTree(6)_z2
moa.HoeffdingOptionTree(6)_lNBAdaptive
moa.HoeffdingOptionTree(6)_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
0.9404
Per class
Confusion matrix
F measure
0.704
Per class
Kappa
0.6711
KB relative information score
650573.6697
Mean absolute error
0.0852
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.7045
Per class
Predictive accuracy
0.704
Prior entropy
3.3219
Recall
0.704
Per class
Relative absolute error
0.4735
Root mean prior squared error
0.3
Root mean squared error
0.2096
Root relative squared error
0.6987