DEVELOPMENT... OpenML
Run
177592

Run 177592

Task 7390 (Supervised Data Stream Classification) BNG(lymph,10000,5) Uploaded 23-02-2015 by Jason
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.8271
Per class
Confusion matrix
F measure
0.7154
Per class
Kappa
0.4723
KB relative information score
618371.231
Mean absolute error
0.1754
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.7143
Per class
Predictive accuracy
0.7261
Prior entropy
2
Recall
0.7261
Per class
Relative absolute error
0.4677
Root mean prior squared error
0.433
Root mean squared error
0.3096
Root relative squared error
0.7151