DEVELOPMENT... OpenML
Run
4360

Run 4360

Task 2218 (Supervised Data Stream Classification) heart-h Uploaded 30-04-2014 by Felicia West
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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.

20 Evaluation measures

Area under ROC curve
0.9764
Per class
Confusion matrix
F measure
0.8781
Per class
Kappa
0.7303
KB relative information score
255.5944
Mean absolute error
0.0476
Mean prior absolute error
0.32
Number of instances
294
Per class
Precision
0.9021
Per class
Predictive accuracy
0.8844
Prior entropy
2.3219
Recall
0.8844
Per class
Relative absolute error
0.1489
Root mean prior squared error
0.4
Root mean squared error
0.1999
Root relative squared error
0.4998
Run CPU time
0.01