DEVELOPMENT... OpenML
Run
3960

Run 3960

Task 2218 (Supervised Data Stream Classification) heart-h Uploaded 30-04-2014 by Jason
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(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
0.8819
Per class
Kappa
0.7388
KB relative information score
256.5802
Mean absolute error
0.046
Mean prior absolute error
0.32
Number of instances
294
Per class
Precision
0.9045
Per class
Predictive accuracy
0.8878
Prior entropy
2.3219
Ram hours
0
Recall
0.8878
Per class
Relative absolute error
0.1438
Root mean prior squared error
0.4
Root mean squared error
0.198
Root relative squared error
0.4949
Run CPU time
0.01