DEVELOPMENT... OpenML
Run
154949

Run 154949

Task 7284 (Supervised Data Stream Classification) BNG(SPECTF) 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
0.7797
Per class
Confusion matrix
F measure
0.7057
Per class
Kappa
0.2336
KB relative information score
362816.4151
Mean absolute error
0.3305
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7237
Per class
Predictive accuracy
0.7468
Prior entropy
1
Recall
0.7468
Per class
Relative absolute error
0.6609
Root mean prior squared error
0.5
Root mean squared error
0.4043
Root relative squared error
0.8086