Run
5179

Run 5179

Task 2195 (Supervised Data Stream Classification) colic 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
0.7958
Per class
Confusion matrix
F measure
0.7613
Per class
Kappa
0.4985
KB relative information score
183.1464
Mean absolute error
0.2536
Mean prior absolute error
0.5
Number of instances
368
Per class
Precision
0.7703
Per class
Predictive accuracy
0.7582
Prior entropy
1
Recall
0.7582
Per class
Relative absolute error
0.5073
Root mean prior squared error
0.5
Root mean squared error
0.446
Root relative squared error
0.8919
Run CPU time
0.02