Run
4451

Run 4451

Task 2200 (Supervised Data Stream Classification) pendigits 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
0.9697
Per class
Confusion matrix
F measure
0.8708
Per class
Kappa
0.8566
KB relative information score
9556.8832
Mean absolute error
0.0268
Mean prior absolute error
0.18
Number of instances
10992
Per class
Precision
0.874
Per class
Predictive accuracy
0.871
Prior entropy
3.3219
Recall
0.871
Per class
Relative absolute error
0.1488
Root mean prior squared error
0.3
Root mean squared error
0.153
Root relative squared error
0.51
Run CPU time
1.13