Run
1832953

Run 1832953

Task 125959 (Supervised Data Stream Classification) BNG(optdigits) Uploaded 16-10-2016 by Jan van Rijn
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Flow

moa.OzaBag_HoeffdingTree(6)Moa implementation of OzaBag
moa.HoeffdingTree(7)_m33554432
moa.HoeffdingTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(7)_dNominalAttributeClassObserver
moa.HoeffdingTree(7)_e1000000
moa.HoeffdingTree(7)_g200
moa.HoeffdingTree(7)_sInfoGainSplitCriterion
moa.HoeffdingTree(7)_c1.0E-7
moa.HoeffdingTree(7)_t0.05
moa.HoeffdingTree(7)_bfalse
moa.HoeffdingTree(7)_zfalse
moa.HoeffdingTree(7)_rfalse
moa.HoeffdingTree(7)_pfalse
moa.HoeffdingTree(7)_lNBAdaptive
moa.HoeffdingTree(7)_q0
moa.OzaBag_HoeffdingTree(6)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBag_HoeffdingTree(6)_s16

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.

18 Evaluation measures

Area under ROC curve
0.9946
Per class
Confusion matrix
F measure
0.9333
Per class
Kappa
0.9258
KB relative information score
916778.1071
Mean absolute error
0.0232
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.9335
Per class
Predictive accuracy
0.9333
Prior entropy
3.3219
Recall
0.9333
Per class
Relative absolute error
0.129
Root mean prior squared error
0.3
Root mean squared error
0.1015
Root relative squared error
0.3382