Run
4114

Run 4114

Task 2176 (Supervised Data Stream Classification) liver-disorders Uploaded 30-04-2014 by Jan van Rijn
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Flow

moa.ASHoeffdingTree(1)Moa implementation of ASHoeffdingTree
moa.ASHoeffdingTree(1)_bfalse
moa.ASHoeffdingTree(1)_c1.0E-7
moa.ASHoeffdingTree(1)_dNominalAttributeClassObserver
moa.ASHoeffdingTree(1)_e1000000
moa.ASHoeffdingTree(1)_g200
moa.ASHoeffdingTree(1)_lNBAdaptive
moa.ASHoeffdingTree(1)_m33554432
moa.ASHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.ASHoeffdingTree(1)_pfalse
moa.ASHoeffdingTree(1)_q0
moa.ASHoeffdingTree(1)_rfalse
moa.ASHoeffdingTree(1)_sInfoGainSplitCriterion
moa.ASHoeffdingTree(1)_t0.05
moa.ASHoeffdingTree(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
0.5742
Per class
Confusion matrix
F measure
0.5528
Per class
Kappa
0.0766
KB relative information score
20.3595
Mean absolute error
0.471
Mean prior absolute error
0.5
Number of instances
345
Per class
Precision
0.5507
Per class
Predictive accuracy
0.5594
Prior entropy
1
Ram hours
0
Recall
0.5594
Per class
Relative absolute error
0.9419
Root mean prior squared error
0.5
Root mean squared error
0.5463
Root relative squared error
1.0925
Run CPU time
0.0031