Run
1467

Run 1467

Task 163 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 23-04-2014 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(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
0.989
Per class
Confusion matrix
F measure
0.9055
Per class
Kappa
0.8949
KB relative information score
901768.0467
Mean absolute error
0.0226
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9061
Per class
Predictive accuracy
0.9054
Prior entropy
3.3219
Ram hours
0
Recall
0.9054
Per class
Relative absolute error
0.1254
Root mean prior squared error
0.3
Root mean squared error
0.1237
Root relative squared error
0.4123
Run CPU time
91.66