Run
5089

Run 5089

Task 2192 (Supervised Data Stream Classification) mushroom Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.9968
Per class
Confusion matrix
F measure
0.9845
Per class
Kappa
0.9689
KB relative information score
7843.6241
Mean absolute error
0.0177
Mean prior absolute error
0.5
Number of instances
8124
Per class
Precision
0.9849
Per class
Predictive accuracy
0.9845
Prior entropy
1
Recall
0.9845
Per class
Relative absolute error
0.0354
Root mean prior squared error
0.5
Root mean squared error
0.1199
Root relative squared error
0.2399
Run CPU time
1.49