DEVELOPMENT... OpenML
Run
3155

Run 3155

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 30-04-2014 by Jason
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Flow

moa.OzaBoost_HoeffdingTree(1)Moa implementation of OzaBoost
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBoost_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBoost_HoeffdingTree(1)_pfalse
moa.OzaBoost_HoeffdingTree(1)_r1
moa.OzaBoost_HoeffdingTree(1)_s10

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.

20 Evaluation measures

Area under ROC curve
0.9515
Per class
Confusion matrix
F measure
0.8804
Per class
Kappa
0.7636
KB relative information score
755554.8228
Mean absolute error
0.1208
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8796
Per class
Predictive accuracy
0.8822
Prior entropy
2.3219
Ram hours
0.0001
Recall
0.8822
Per class
Relative absolute error
0.3774
Root mean prior squared error
0.4
Root mean squared error
0.2121
Root relative squared error
0.5303
Run CPU time
93.8948