Run
3823

Run 3823

Task 2220 (Supervised Data Stream Classification) heart-statlog 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
0.8566
Per class
Confusion matrix
F measure
0.8257
Per class
Kappa
0.6466
KB relative information score
165.7371
Mean absolute error
0.1973
Mean prior absolute error
0.5
Number of instances
270
Per class
Precision
0.8257
Per class
Predictive accuracy
0.8259
Prior entropy
1
Ram hours
0
Recall
0.8259
Per class
Relative absolute error
0.3947
Root mean prior squared error
0.5
Root mean squared error
0.3902
Root relative squared error
0.7804
Run CPU time
0.0047