Run
177641

Run 177641

Task 7388 (Supervised Data Stream Classification) BNG(lymph,5000,10) 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
0.8209
Per class
Confusion matrix
F measure
0.728
Per class
Kappa
0.4959
KB relative information score
614134.3513
Mean absolute error
0.1802
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.7282
Per class
Predictive accuracy
0.7403
Prior entropy
2
Recall
0.7403
Per class
Relative absolute error
0.4805
Root mean prior squared error
0.433
Root mean squared error
0.3082
Root relative squared error
0.7119