Run
4007

Run 4007

Task 2233 (Supervised Data Stream Classification) monks-problems-1_train 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
0.4358
Per class
Confusion matrix
F measure
0.4839
Per class
Kappa
-0.0227
KB relative information score
-5.2304
Mean absolute error
0.5181
Mean prior absolute error
0.5
Number of instances
124
Per class
Precision
0.493
Per class
Predictive accuracy
0.4839
Prior entropy
1
Recall
0.4839
Per class
Relative absolute error
1.0362
Root mean prior squared error
0.5
Root mean squared error
0.5335
Root relative squared error
1.067
Run CPU time
0.02