DEVELOPMENT... OpenML
Run
177557

Run 177557

Task 7390 (Supervised Data Stream Classification) BNG(lymph,10000,5) Uploaded 23-02-2015 by Jason
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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
0.9113
Per class
Confusion matrix
F measure
0.8144
Per class
Kappa
0.6561
KB relative information score
738046.4391
Mean absolute error
0.1212
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.8139
Per class
Predictive accuracy
0.8172
Prior entropy
2
Recall
0.8172
Per class
Relative absolute error
0.3231
Root mean prior squared error
0.433
Root mean squared error
0.2625
Root relative squared error
0.6062