Run
177582

Run 177582

Task 7380 (Supervised Data Stream Classification) BNG(autos,10000,1) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.8316
Per class
Confusion matrix
F measure
0.5603
Per class
Kappa
0.444
KB relative information score
494659.878
Mean absolute error
0.1577
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.5611
Per class
Predictive accuracy
0.5794
Prior entropy
2.8074
Recall
0.5794
Per class
Relative absolute error
0.6441
Root mean prior squared error
0.3499
Root mean squared error
0.2838
Root relative squared error
0.8111