Run
4656

Run 4656

Task 2160 (Supervised Data Stream Classification) BNG(sonar) 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
0.8437
Per class
Confusion matrix
F measure
0.8
Per class
Kappa
0.5979
KB relative information score
501705.9623
Mean absolute error
0.2617
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8001
Per class
Predictive accuracy
0.8002
Prior entropy
1
Ram hours
0.0001
Recall
0.8002
Per class
Relative absolute error
0.5235
Root mean prior squared error
0.5
Root mean squared error
0.3961
Root relative squared error
0.7922
Run CPU time
57.01