Run
4651

Run 4651

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 30-04-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
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.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_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
0.9483
Per class
Confusion matrix
F measure
0.8803
Per class
Kappa
0.7634
KB relative information score
844575.1968
Mean absolute error
0.0665
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8794
Per class
Predictive accuracy
0.8821
Prior entropy
2.3219
Ram hours
0.0001
Recall
0.8821
Per class
Relative absolute error
0.2077
Root mean prior squared error
0.4
Root mean squared error
0.1876
Root relative squared error
0.469
Run CPU time
117.14