Run
4631

Run 4631

Task 2205 (Supervised Data Stream Classification) diabetes 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
0.682
Per class
Confusion matrix
F measure
0.6468
Per class
Kappa
0.2044
KB relative information score
155.7389
Mean absolute error
0.4101
Mean prior absolute error
0.5
Number of instances
768
Per class
Precision
0.6464
Per class
Predictive accuracy
0.6667
Prior entropy
1
Ram hours
0
Recall
0.6667
Per class
Relative absolute error
0.8202
Root mean prior squared error
0.5
Root mean squared error
0.4619
Root relative squared error
0.9239
Run CPU time
0.01