Run
3728

Run 3728

Task 2196 (Supervised Data Stream Classification) optdigits 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
0.9326
Per class
Confusion matrix
F measure
0.6443
Per class
Kappa
0.6232
KB relative information score
3786.1232
Mean absolute error
0.0737
Mean prior absolute error
0.18
Number of instances
5620
Per class
Precision
0.6475
Per class
Predictive accuracy
0.6609
Prior entropy
3.3219
Ram hours
0
Recall
0.6609
Per class
Relative absolute error
0.4095
Root mean prior squared error
0.3
Root mean squared error
0.2242
Root relative squared error
0.7474
Run CPU time
0.2934