Run
177642

Run 177642

Task 7389 (Supervised Data Stream Classification) BNG(lymph,10000,1) Uploaded 23-02-2015 by Jan van Rijn
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Flow

moa.HoeffdingOptionTree(1)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(1)_o5
moa.HoeffdingOptionTree(1)_m33554432
moa.HoeffdingOptionTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(1)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(1)_e1000000
moa.HoeffdingOptionTree(1)_g200
moa.HoeffdingOptionTree(1)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(1)_c1.0E-7
moa.HoeffdingOptionTree(1)_w0.1
moa.HoeffdingOptionTree(1)_t0.05
moa.HoeffdingOptionTree(1)_bfalse
moa.HoeffdingOptionTree(1)_rfalse
moa.HoeffdingOptionTree(1)_pfalse
moa.HoeffdingOptionTree(1)_z2
moa.HoeffdingOptionTree(1)_lNBAdaptive
moa.HoeffdingOptionTree(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
0.9658
Per class
Confusion matrix
F measure
0.9101
Per class
Kappa
0.8341
KB relative information score
854925.4078
Mean absolute error
0.0701
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.9091
Per class
Predictive accuracy
0.9117
Prior entropy
2
Recall
0.9117
Per class
Relative absolute error
0.187
Root mean prior squared error
0.433
Root mean squared error
0.1901
Root relative squared error
0.4391