Run
3403

Run 3403

Task 2196 (Supervised Data Stream Classification) optdigits Uploaded 30-04-2014 by Jan van Rijn
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Flow

moa.OzaBoost_HoeffdingTree(1)Moa implementation of OzaBoost
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBoost_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBoost_HoeffdingTree(1)_pfalse
moa.OzaBoost_HoeffdingTree(1)_r1
moa.OzaBoost_HoeffdingTree(1)_s10

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
0.9704
Per class
Confusion matrix
F measure
0.8941
Per class
Kappa
0.8824
KB relative information score
4797.6654
Mean absolute error
0.0426
Mean prior absolute error
0.18
Number of instances
5620
Per class
Precision
0.8954
Per class
Predictive accuracy
0.8941
Prior entropy
3.3219
Ram hours
0
Recall
0.8941
Per class
Relative absolute error
0.2369
Root mean prior squared error
0.3
Root mean squared error
0.1341
Root relative squared error
0.4469
Run CPU time
7.27