Run
1830834

Run 1830834

Task 2056 (Supervised Data Stream Classification) electricity Uploaded 05-10-2016 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
0.8015
Per class
Confusion matrix
F measure
0.7369
Per class
Kappa
0.4584
KB relative information score
17068.5407
Mean absolute error
0.3226
Mean prior absolute error
0.5
Number of instances
45312
Per class
Precision
0.742
Per class
Predictive accuracy
0.742
Prior entropy
1
Recall
0.742
Per class
Relative absolute error
0.6452
Root mean prior squared error
0.5
Root mean squared error
0.4238
Root relative squared error
0.8476