DEVELOPMENT... OpenML
Run
154941

Run 154941

Task 2163 (Supervised Data Stream Classification) BNG(heart-statlog) Uploaded 10-02-2015 by Jason
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Flow

moa.HoeffdingOptionTree(1)Moa implementation of HoeffdingOptionTree
moa.HoeffdingOptionTree(1)_o5
moa.HoeffdingOptionTree(1)_m33554432
moa.HoeffdingOptionTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingOptionTree(1)_dNominalAttributeClassObserver
moa.HoeffdingOptionTree(1)_e1000000
moa.HoeffdingOptionTree(1)_g200
moa.HoeffdingOptionTree(1)_sInfoGainSplitCriterion
moa.HoeffdingOptionTree(1)_c1.0E-7
moa.HoeffdingOptionTree(1)_w0.1
moa.HoeffdingOptionTree(1)_t0.05
moa.HoeffdingOptionTree(1)_bfalse
moa.HoeffdingOptionTree(1)_rfalse
moa.HoeffdingOptionTree(1)_pfalse
moa.HoeffdingOptionTree(1)_z2
moa.HoeffdingOptionTree(1)_lNBAdaptive
moa.HoeffdingOptionTree(1)_q0

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
0.9383
Per class
Confusion matrix
F measure
0.8796
Per class
Kappa
0.7559
KB relative information score
675474.4491
Mean absolute error
0.1737
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8798
Per class
Predictive accuracy
0.8798
Prior entropy
1
Recall
0.8798
Per class
Relative absolute error
0.3475
Root mean prior squared error
0.5
Root mean squared error
0.3048
Root relative squared error
0.6096