Run
3174

Run 3174

Task 2155 (Supervised Data Stream Classification) BNG(page-blocks) Uploaded 30-04-2014 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
0.7023
Per class
Confusion matrix
F measure
0.8541
Per class
Kappa
0.0345
KB relative information score
245410.8476
Mean absolute error
0.0727
Mean prior absolute error
0.32
Number of instances
295245
Per class
Precision
0.851
Per class
Predictive accuracy
0.899
Prior entropy
2.3219
Ram hours
0
Recall
0.899
Per class
Relative absolute error
0.2271
Root mean prior squared error
0.4
Root mean squared error
0.19
Root relative squared error
0.475
Run CPU time
4.43