Run
1831874

Run 1831874

Task 125958 (Supervised Data Stream Classification) BNG(spambase) Uploaded 07-10-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


Flow

moa.HoeffdingTree(7)Moa implementation of HoeffdingTree
moa.HoeffdingTree(7)_m33554432
moa.HoeffdingTree(7)_nGaussianNumericAttributeClassObserver
moa.HoeffdingTree(7)_dNominalAttributeClassObserver
moa.HoeffdingTree(7)_e1000000
moa.HoeffdingTree(7)_g200
moa.HoeffdingTree(7)_sInfoGainSplitCriterion
moa.HoeffdingTree(7)_c1.0E-7
moa.HoeffdingTree(7)_t0.05
moa.HoeffdingTree(7)_bfalse
moa.HoeffdingTree(7)_zfalse
moa.HoeffdingTree(7)_rfalse
moa.HoeffdingTree(7)_pfalse
moa.HoeffdingTree(7)_lNBAdaptive
moa.HoeffdingTree(7)_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
0.6609
Per class
Confusion matrix
F measure
0.5925
Per class
Kappa
0.1857
KB relative information score
195092.7675
Mean absolute error
0.4098
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7104
Per class
Predictive accuracy
0.663
Prior entropy
1
Recall
0.663
Per class
Relative absolute error
0.8196
Root mean prior squared error
0.5
Root mean squared error
0.4539
Root relative squared error
0.9079