Run
178793

Run 178793

Task 7357 (Supervised Data Stream Classification) BNG(letter,1000,5) Uploaded 23-02-2015 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.

18 Evaluation measures

Area under ROC curve
0.8227
Per class
Confusion matrix
F measure
0.3226
Per class
Kappa
0.2975
KB relative information score
357380.806
Mean absolute error
0.0599
Mean prior absolute error
0.074
Number of instances
1000000
Per class
Precision
0.3235
Per class
Predictive accuracy
0.3246
Prior entropy
4.7004
Recall
0.3246
Per class
Relative absolute error
0.8103
Root mean prior squared error
0.1923
Root mean squared error
0.1784
Root relative squared error
0.9274