Run
1929

Run 1929

Task 160 (Supervised Data Stream Classification) BNG(mushroom) Uploaded 24-04-2014 by Jan van Rijn
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(1)_zfalse

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.

20 Evaluation measures

Area under ROC curve
0.991
Per class
Confusion matrix
F measure
0.9508
Per class
Kappa
0.9014
KB relative information score
874434.456
Mean absolute error
0.0657
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9512
Per class
Predictive accuracy
0.9508
Prior entropy
1
Ram hours
0
Recall
0.9508
Per class
Relative absolute error
0.1315
Root mean prior squared error
0.5
Root mean squared error
0.1859
Root relative squared error
0.3718
Run CPU time
8.39