Run
4312

Run 4312

Task 2251 (Supervised Data Stream Classification) eucalyptus Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.6344
Per class
Confusion matrix
F measure
0.2783
Per class
Kappa
0.1155
KB relative information score
113.2852
Mean absolute error
0.2981
Mean prior absolute error
0.32
Number of instances
736
Per class
Precision
0.3433
Per class
Predictive accuracy
0.3492
Prior entropy
2.3219
Recall
0.3492
Per class
Relative absolute error
0.9315
Root mean prior squared error
0.4
Root mean squared error
0.3956
Root relative squared error
0.989
Run CPU time
0.08