DEVELOPMENT... OpenML
Run
3988

Run 3988

Task 2210 (Supervised Data Stream Classification) haberman Uploaded 30-04-2014 by Jason
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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
0.4535
Per class
Confusion matrix
F measure
0.6215
Per class
Kappa
-0.0065
KB relative information score
85.0631
Mean absolute error
0.3798
Mean prior absolute error
0.5
Number of instances
306
Per class
Precision
0.54
Per class
Predictive accuracy
0.732
Prior entropy
1
Recall
0.732
Per class
Relative absolute error
0.7596
Root mean prior squared error
0.5
Root mean squared error
0.4479
Root relative squared error
0.8959