DEVELOPMENT... OpenML
Run
177552

Run 177552

Task 7384 (Supervised Data Stream Classification) BNG(lymph,1000,5) 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
0.7302
Per class
Confusion matrix
F measure
0.6327
Per class
Kappa
0.3094
KB relative information score
533921.4731
Mean absolute error
0.2144
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.6307
Per class
Predictive accuracy
0.6476
Prior entropy
2
Recall
0.6476
Per class
Relative absolute error
0.5716
Root mean prior squared error
0.433
Root mean squared error
0.3408
Root relative squared error
0.787