DEVELOPMENT... OpenML
Run
178573

Run 178573

Task 7351 (Supervised Data Stream Classification) BNG(kr-vs-kp,5000,5) Uploaded 23-02-2015 by Jason
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Flow

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(1)_zfalse

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
0.9793
Per class
Confusion matrix
F measure
0.9369
Per class
Kappa
0.8735
KB relative information score
838531.5041
Mean absolute error
0.0855
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9369
Per class
Predictive accuracy
0.9368
Prior entropy
1
Recall
0.9368
Per class
Relative absolute error
0.171
Root mean prior squared error
0.5
Root mean squared error
0.2225
Root relative squared error
0.4449