Run
4229

Run 4229

Task 2222 (Supervised Data Stream Classification) hepatitis 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
0.6432
Per class
Confusion matrix
F measure
0.7369
Per class
Kappa
0.1127
KB relative information score
79.7975
Mean absolute error
0.2554
Mean prior absolute error
0.5
Number of instances
155
Per class
Precision
0.764
Per class
Predictive accuracy
0.8
Prior entropy
1
Recall
0.8
Per class
Relative absolute error
0.5107
Root mean prior squared error
0.5
Root mean squared error
0.4108
Root relative squared error
0.8216
Run CPU time
0.1