Run
1831110

Run 1831110

Task 7316 (Supervised Data Stream Classification) vehicleNorm 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
0.847
Per class
Confusion matrix
F measure
0.8176
Per class
Kappa
0.637
KB relative information score
51252.173
Mean absolute error
0.2543
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.825
Per class
Predictive accuracy
0.8185
Prior entropy
1
Recall
0.8185
Per class
Relative absolute error
0.5087
Root mean prior squared error
0.5
Root mean squared error
0.3811
Root relative squared error
0.7623