Run
529745

Run 529745

Task 2244 (Supervised Data Stream Classification) adult Uploaded 04-03-2016 by Joaquin Vanschoren
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Flow

moa.HoeffdingTree(5)Moa implementation of HoeffdingTree
moa.HoeffdingTree(5)_m33554432
moa.HoeffdingTree(5)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(5)_dNominalAttributeClassObserver
moa.HoeffdingTree(5)_e1000000
moa.HoeffdingTree(5)_g200
moa.HoeffdingTree(5)_sInfoGainSplitCriterion
moa.HoeffdingTree(5)_c1.0E-7
moa.HoeffdingTree(5)_t0.05
moa.HoeffdingTree(5)_bfalse
moa.HoeffdingTree(5)_zfalse
moa.HoeffdingTree(5)_rfalse
moa.HoeffdingTree(5)_pfalse
moa.HoeffdingTree(5)_lNBAdaptive
moa.HoeffdingTree(5)_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
0.8739
Per class
Confusion matrix
F measure
0.8381
Per class
Kappa
0.5431
KB relative information score
29488.3216
Mean absolute error
0.2086
Mean prior absolute error
0.5
Number of instances
48842
Per class
Precision
0.8365
Per class
Predictive accuracy
0.8434
Prior entropy
1
Recall
0.8434
Per class
Relative absolute error
0.4172
Root mean prior squared error
0.5
Root mean squared error
0.3394
Root relative squared error
0.6789