Run
527734

Run 527734

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 24-02-2016 by Joaquin Vanschoren
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.AdaHoeffdingOptionTree(1)Moa implementation of AdaHoeffdingOptionTree
moa.AdaHoeffdingOptionTree(1)_o5
moa.AdaHoeffdingOptionTree(1)_m33554432
moa.AdaHoeffdingOptionTree(1)_nGaussianNumericAttributeClassObserver
moa.AdaHoeffdingOptionTree(1)_dNominalAttributeClassObserver
moa.AdaHoeffdingOptionTree(1)_e1000000
moa.AdaHoeffdingOptionTree(1)_g200
moa.AdaHoeffdingOptionTree(1)_sInfoGainSplitCriterion
moa.AdaHoeffdingOptionTree(1)_c1.0E-7
moa.AdaHoeffdingOptionTree(1)_w0.1
moa.AdaHoeffdingOptionTree(1)_t0.05
moa.AdaHoeffdingOptionTree(1)_bfalse
moa.AdaHoeffdingOptionTree(1)_rfalse
moa.AdaHoeffdingOptionTree(1)_pfalse
moa.AdaHoeffdingOptionTree(1)_z2
moa.AdaHoeffdingOptionTree(1)_lNBAdaptive
moa.AdaHoeffdingOptionTree(1)_q0

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.

18 Evaluation measures

Area under ROC curve
0.6649
Per class
Confusion matrix
F measure
0.5947
Per class
Kappa
0.1897
KB relative information score
197891.6337
Mean absolute error
0.4085
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7137
Per class
Predictive accuracy
0.6646
Prior entropy
1
Recall
0.6646
Per class
Relative absolute error
0.8169
Root mean prior squared error
0.5
Root mean squared error
0.4527
Root relative squared error
0.9053