DEVELOPMENT... OpenML
Run
177555

Run 177555

Task 7387 (Supervised Data Stream Classification) BNG(lymph,5000,5) 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
0.8689
Per class
Confusion matrix
F measure
0.7658
Per class
Kappa
0.5647
KB relative information score
677240.1839
Mean absolute error
0.1488
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.7634
Per class
Predictive accuracy
0.7713
Prior entropy
2
Recall
0.7713
Per class
Relative absolute error
0.3969
Root mean prior squared error
0.433
Root mean squared error
0.2894
Root relative squared error
0.6683