DEVELOPMENT... OpenML
Run
5088

Run 5088

Task 2191 (Supervised Data Stream Classification) cmc Uploaded 30-04-2014 by Felicia West
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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
0.8267
Per class
Confusion matrix
F measure
0.5142
Per class
Kappa
0.2869
KB relative information score
550.4225
Mean absolute error
0.3031
Mean prior absolute error
0.4444
Number of instances
1473
Per class
Precision
0.5541
Per class
Predictive accuracy
0.5485
Prior entropy
1.585
Recall
0.5485
Per class
Relative absolute error
0.6819
Root mean prior squared error
0.4714
Root mean squared error
0.4458
Root relative squared error
0.9456
Run CPU time
0.04