Run
527721

Run 527721

Task 170 (Supervised Data Stream Classification) BNG(segment) Uploaded 24-02-2016 by Joaquin Vanschoren
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Flow

moa.AdaHoeffdingOptionTree(1)Moa implementation of AdaHoeffdingOptionTree
moa.AdaHoeffdingOptionTree(1)_o5
moa.AdaHoeffdingOptionTree(1)_m33554432
moa.AdaHoeffdingOptionTree(1)_nGaussianNumericAttributeClassObserver
moa.AdaHoeffdingOptionTree(1)_dNominalAttributeClassObserver
moa.AdaHoeffdingOptionTree(1)_e1000000
moa.AdaHoeffdingOptionTree(1)_g200
moa.AdaHoeffdingOptionTree(1)_sInfoGainSplitCriterion
moa.AdaHoeffdingOptionTree(1)_c1.0E-7
moa.AdaHoeffdingOptionTree(1)_w0.1
moa.AdaHoeffdingOptionTree(1)_t0.05
moa.AdaHoeffdingOptionTree(1)_bfalse
moa.AdaHoeffdingOptionTree(1)_rfalse
moa.AdaHoeffdingOptionTree(1)_pfalse
moa.AdaHoeffdingOptionTree(1)_z2
moa.AdaHoeffdingOptionTree(1)_lNBAdaptive
moa.AdaHoeffdingOptionTree(1)_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
0.9792
Per class
Confusion matrix
F measure
0.8634
Per class
Kappa
0.8405
KB relative information score
838739.4332
Mean absolute error
0.0536
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.8644
Per class
Predictive accuracy
0.8633
Prior entropy
2.8074
Recall
0.8633
Per class
Relative absolute error
0.219
Root mean prior squared error
0.3499
Root mean squared error
0.1682
Root relative squared error
0.4807