Run
3122

Run 3122

Task 2166 (Supervised Data Stream Classification) BNG(vowel) Uploaded 30-04-2014 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.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
0.9521
Per class
Confusion matrix
F measure
0.6958
Per class
Kappa
0.666
KB relative information score
678018.402
Mean absolute error
0.0752
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.6956
Per class
Predictive accuracy
0.6963
Prior entropy
3.4594
Ram hours
0
Recall
0.6963
Per class
Relative absolute error
0.4552
Root mean prior squared error
0.2875
Root mean squared error
0.1971
Root relative squared error
0.6857
Run CPU time
49.4632