Run
3599

Run 3599

Task 2227 (Supervised Data Stream Classification) iris Uploaded 30-04-2014 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(1)_zfalse

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
0.9768
Per class
Confusion matrix
F measure
0.9056
Per class
Kappa
0.86
KB relative information score
130.0559
Mean absolute error
0.0665
Mean prior absolute error
0.4444
Number of instances
150
Per class
Precision
0.9205
Per class
Predictive accuracy
0.9067
Prior entropy
1.585
Ram hours
0
Recall
0.9067
Per class
Relative absolute error
0.1497
Root mean prior squared error
0.4714
Root mean squared error
0.2134
Root relative squared error
0.4527
Run CPU time
0.0015