Run
3710

Run 3710

Task 2210 (Supervised Data Stream Classification) haberman 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
0.4885
Per class
Confusion matrix
F measure
0.624
Per class
Kappa
-0.0078
KB relative information score
89.2788
Mean absolute error
0.3709
Mean prior absolute error
0.5
Number of instances
306
Per class
Precision
0.5928
Per class
Predictive accuracy
0.7255
Prior entropy
1
Ram hours
0
Recall
0.7255
Per class
Relative absolute error
0.7418
Root mean prior squared error
0.5
Root mean squared error
0.4518
Root relative squared error
0.9036
Run CPU time
0.0018