Run
529883

Run 529883

Task 196 (Supervised Data Stream Classification) RandomRBF_10_1E-4 Uploaded 04-03-2016 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(3)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(3)_m33554432
moa.ASHoeffdingTree(3)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(3)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(3)_e1000000
moa.ASHoeffdingTree(3)_g200
moa.ASHoeffdingTree(3)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(3)_c1.0E-7
moa.ASHoeffdingTree(3)_t0.05
moa.ASHoeffdingTree(3)_bfalse
moa.ASHoeffdingTree(3)_zfalse
moa.ASHoeffdingTree(3)_rfalse
moa.ASHoeffdingTree(3)_pfalse
moa.ASHoeffdingTree(3)_lNBAdaptive
moa.ASHoeffdingTree(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
0.9341
Per class
Confusion matrix
F measure
0.792
Per class
Kappa
0.7305
KB relative information score
731614.7112
Mean absolute error
0.104
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7923
Per class
Predictive accuracy
0.7923
Prior entropy
2.3219
Recall
0.7923
Per class
Relative absolute error
0.325
Root mean prior squared error
0.4
Root mean squared error
0.2475
Root relative squared error
0.6186