Run
4350

Run 4350

Task 2202 (Supervised Data Stream Classification) postoperative-patient-data Uploaded 30-04-2014 by Joaquin Vanschoren
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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
0.407
Per class
Confusion matrix
F measure
0.5847
Per class
Kappa
-0.0465
KB relative information score
38.0713
Mean absolute error
0.2996
Mean prior absolute error
0.4444
Number of instances
90
Per class
Precision
0.5439
Per class
Predictive accuracy
0.6667
Prior entropy
1.585
Recall
0.6667
Per class
Relative absolute error
0.674
Root mean prior squared error
0.4714
Root mean squared error
0.3999
Root relative squared error
0.8484
Run CPU time
0.01