Run
1831101

Run 1831101

Task 7275 (Supervised Data Stream Classification) airlines Uploaded 06-10-2016 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(3)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(3)_m33554432
moa.RandomHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(3)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(3)_e1000000
moa.RandomHoeffdingTree(3)_g200
moa.RandomHoeffdingTree(3)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(3)_c1.0E-7
moa.RandomHoeffdingTree(3)_t0.05
moa.RandomHoeffdingTree(3)_bfalse
moa.RandomHoeffdingTree(3)_zfalse
moa.RandomHoeffdingTree(3)_pfalse
moa.RandomHoeffdingTree(3)_lNBAdaptive
moa.RandomHoeffdingTree(3)_q0

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
0.6457
Per class
Confusion matrix
F measure
0.5832
Per class
Kappa
0.1815
KB relative information score
78175.6515
Mean absolute error
0.4348
Mean prior absolute error
0.5
Number of instances
539383
Per class
Precision
0.6225
Per class
Predictive accuracy
0.6158
Prior entropy
1
Recall
0.6158
Per class
Relative absolute error
0.8697
Root mean prior squared error
0.5
Root mean squared error
0.496
Root relative squared error
0.9921