DEVELOPMENT... OpenML
Run
154950

Run 154950

Task 120 (Supervised Data Stream Classification) BNG(anneal,nominal,1000000) Uploaded 10-02-2015 by Jason
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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
0.9828
Per class
Confusion matrix
F measure
0.9414
Per class
Kappa
0.857
KB relative information score
929061.2093
Mean absolute error
0.0261
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.9406
Per class
Predictive accuracy
0.9432
Prior entropy
2.585
Recall
0.9432
Per class
Relative absolute error
0.0939
Root mean prior squared error
0.3727
Root mean squared error
0.1222
Root relative squared error
0.328