Run
1832665

Run 1832665

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) Uploaded 13-10-2016 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(6)Moa implementation of OzaBag
moa.HoeffdingTree(7)_m33554432
moa.HoeffdingTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(7)_dNominalAttributeClassObserver
moa.HoeffdingTree(7)_e1000000
moa.HoeffdingTree(7)_g200
moa.HoeffdingTree(7)_sInfoGainSplitCriterion
moa.HoeffdingTree(7)_c1.0E-7
moa.HoeffdingTree(7)_t0.05
moa.HoeffdingTree(7)_bfalse
moa.HoeffdingTree(7)_zfalse
moa.HoeffdingTree(7)_rfalse
moa.HoeffdingTree(7)_pfalse
moa.HoeffdingTree(7)_lNBAdaptive
moa.HoeffdingTree(7)_q0
moa.OzaBag_HoeffdingTree(6)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(6)_s64

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
0.9492
Per class
Confusion matrix
F measure
0.8805
Per class
Kappa
0.7639
KB relative information score
844424.474
Mean absolute error
0.0667
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8796
Per class
Predictive accuracy
0.8824
Prior entropy
2.3219
Recall
0.8824
Per class
Relative absolute error
0.2083
Root mean prior squared error
0.4
Root mean squared error
0.1872
Root relative squared error
0.4681