Run
5082

Run 5082

Task 2171 (Supervised Data Stream Classification) kr-vs-kp 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
0.8178
Per class
Confusion matrix
F measure
0.4427
Per class
Kappa
0.0807
KB relative information score
721.3901
Mean absolute error
0.383
Mean prior absolute error
0.5
Number of instances
3196
Per class
Precision
0.7049
Per class
Predictive accuracy
0.5588
Prior entropy
1
Recall
0.5588
Per class
Relative absolute error
0.7659
Root mean prior squared error
0.5
Root mean squared error
0.4855
Root relative squared error
0.9711
Run CPU time
0.1