Run
3752

Run 3752

Task 2194 (Supervised Data Stream Classification) nursery Uploaded 30-04-2014 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(1)Moa implementation of OzaBag
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.OzaBag_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(1)_r1
moa.OzaBag_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
0.9886
Per class
Confusion matrix
F measure
0.901
Per class
Kappa
0.8541
KB relative information score
11303.503
Mean absolute error
0.0556
Mean prior absolute error
0.32
Number of instances
12960
Per class
Precision
0.9173
Per class
Predictive accuracy
0.9002
Prior entropy
2.3219
Ram hours
0
Recall
0.9002
Per class
Relative absolute error
0.1738
Root mean prior squared error
0.4
Root mean squared error
0.1698
Root relative squared error
0.4244
Run CPU time
0.3337