Run
4731

Run 4731

Task 2220 (Supervised Data Stream Classification) heart-statlog Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.8631
Per class
Confusion matrix
F measure
0.7965
Per class
Kappa
0.5885
KB relative information score
150.7365
Mean absolute error
0.2266
Mean prior absolute error
0.5
Number of instances
270
Per class
Precision
0.797
Per class
Predictive accuracy
0.7963
Prior entropy
1
Recall
0.7963
Per class
Relative absolute error
0.4531
Root mean prior squared error
0.5
Root mean squared error
0.3903
Root relative squared error
0.7807
Run CPU time
0.13