Run
178357

Run 178357

Task 7340 (Supervised Data Stream Classification) BNG(anneal.ORIG,1000,10) 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
0.7337
Per class
Confusion matrix
F measure
0.7487
Per class
Kappa
0.3168
KB relative information score
698345.8411
Mean absolute error
0.1091
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.7461
Per class
Predictive accuracy
0.7862
Prior entropy
2.585
Recall
0.7862
Per class
Relative absolute error
0.3929
Root mean prior squared error
0.3727
Root mean squared error
0.2411
Root relative squared error
0.6469