Run
2384

Run 2384

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) 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
0.954
Per class
Confusion matrix
F measure
0.8913
Per class
Kappa
0.7642
KB relative information score
707828.9984
Mean absolute error
0.1552
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8915
Per class
Predictive accuracy
0.8912
Prior entropy
1
Ram hours
0
Recall
0.8912
Per class
Relative absolute error
0.3105
Root mean prior squared error
0.5
Root mean squared error
0.2827
Root relative squared error
0.5653
Run CPU time
17.8