Run
529760

Run 529760

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.HoeffdingTree(5)Moa implementation of HoeffdingTree
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_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
0.8327
Per class
Confusion matrix
F measure
0.8303
Per class
Kappa
0.6624
KB relative information score
54859.4443
Mean absolute error
0.2355
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8379
Per class
Predictive accuracy
0.8312
Prior entropy
1
Recall
0.8312
Per class
Relative absolute error
0.471
Root mean prior squared error
0.5
Root mean squared error
0.3806
Root relative squared error
0.7612