DEVELOPMENT... OpenML
Run
3780

Run 3780

Task 2247 (Supervised Data Stream Classification) abalone Uploaded 30-04-2014 by Jason
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Flow

moa.OzaBagAdwin_HoeffdingTree(1)Moa implementation of OzaBagAdwin
moa.HoeffdingTree(1)_bfalse
moa.HoeffdingTree(1)_c1.0E-7
moa.HoeffdingTree(1)_dNominalAttributeClassObserver
moa.HoeffdingTree(1)_e1000000
moa.HoeffdingTree(1)_g200
moa.HoeffdingTree(1)_lNBAdaptive
moa.HoeffdingTree(1)_m33554432
moa.HoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(1)_pfalse
moa.HoeffdingTree(1)_q0
moa.HoeffdingTree(1)_rfalse
moa.HoeffdingTree(1)_sInfoGainSplitCriterion
moa.HoeffdingTree(1)_t0.05
moa.HoeffdingTree(1)_zfalse
moa.OzaBagAdwin_HoeffdingTree(1)_lmoa.classifiers.trees.HoeffdingTree
moa.OzaBagAdwin_HoeffdingTree(1)_r1
moa.OzaBagAdwin_HoeffdingTree(1)_s10

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
0.6955
Per class
Confusion matrix
F measure
0.2252
Per class
Kappa
0.1482
KB relative information score
1410.9455
Mean absolute error
0.0561
Mean prior absolute error
0.0666
Number of instances
4177
Per class
Precision
0.2228
Per class
Predictive accuracy
0.2373
Prior entropy
4.858
Ram hours
0
Recall
0.2373
Per class
Relative absolute error
0.8426
Root mean prior squared error
0.1825
Root mean squared error
0.1835
Root relative squared error
1.0057
Run CPU time
1.4832