Run
3544

Run 3544

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

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.5621
Per class
Confusion matrix
F measure
0.5646
Per class
Kappa
0.1009
KB relative information score
27.0751
Mean absolute error
0.4632
Mean prior absolute error
0.5
Number of instances
345
Per class
Precision
0.5628
Per class
Predictive accuracy
0.571
Prior entropy
1
Recall
0.571
Per class
Relative absolute error
0.9265
Root mean prior squared error
0.5
Root mean squared error
0.5118
Root relative squared error
1.0235