Run
529816

Run 529816

Task 7317 (Supervised Data Stream Classification) AirlinesCodrnaAdult Uploaded 04-03-2016 by Joaquin Vanschoren
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Flow

moa.RandomHoeffdingTree(2)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(2)_m33554432
moa.RandomHoeffdingTree(2)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(2)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(2)_e1000000
moa.RandomHoeffdingTree(2)_g200
moa.RandomHoeffdingTree(2)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(2)_c1.0E-7
moa.RandomHoeffdingTree(2)_t0.05
moa.RandomHoeffdingTree(2)_bfalse
moa.RandomHoeffdingTree(2)_zfalse
moa.RandomHoeffdingTree(2)_pfalse
moa.RandomHoeffdingTree(2)_lNBAdaptive
moa.RandomHoeffdingTree(2)_q0
moa.RandomHoeffdingTree(2)_r1

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.

18 Evaluation measures

Area under ROC curve
0.8062
Per class
Confusion matrix
F measure
0.7236
Per class
Kappa
0.4483
KB relative information score
372992.4907
Mean absolute error
0.3357
Mean prior absolute error
0.5
Number of instances
1076790
Per class
Precision
0.734
Per class
Predictive accuracy
0.7227
Prior entropy
1
Recall
0.7227
Per class
Relative absolute error
0.6714
Root mean prior squared error
0.5
Root mean squared error
0.4236
Root relative squared error
0.8472