DEVELOPMENT... OpenML
Run
4707

Run 4707

Task 2183 (Supervised Data Stream Classification) breast-w Uploaded 30-04-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.9771
Per class
Confusion matrix
F measure
0.9587
Per class
Kappa
0.909
KB relative information score
641.285
Mean absolute error
0.0412
Mean prior absolute error
0.5
Number of instances
699
Per class
Precision
0.9592
Per class
Predictive accuracy
0.9585
Prior entropy
1
Recall
0.9585
Per class
Relative absolute error
0.0824
Root mean prior squared error
0.5
Root mean squared error
0.1996
Root relative squared error
0.3992
Run CPU time
0.03