Run
4959

Run 4959

Task 2213 (Supervised Data Stream Classification) splice 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
0.9483
Per class
Confusion matrix
F measure
0.5543
Per class
Kappa
0.3729
KB relative information score
1173.6814
Mean absolute error
0.3075
Mean prior absolute error
0.4444
Number of instances
3190
Per class
Precision
0.7304
Per class
Predictive accuracy
0.5602
Prior entropy
1.585
Recall
0.5602
Per class
Relative absolute error
0.6919
Root mean prior squared error
0.4714
Root mean squared error
0.4286
Root relative squared error
0.9093
Run CPU time
0.09