Run
2402

Run 2402

Task 171 (Supervised Data Stream Classification) BNG(sick,nominal,1000000) Uploaded 24-04-2014 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.HoeffdingAdaptiveTree(1)Moa implementation of HoeffdingAdaptiveTree
moa.HoeffdingAdaptiveTree(1)_bfalse
moa.HoeffdingAdaptiveTree(1)_c1.0E-7
moa.HoeffdingAdaptiveTree(1)_dNominalAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_e1000000
moa.HoeffdingAdaptiveTree(1)_g200
moa.HoeffdingAdaptiveTree(1)_lNBAdaptive
moa.HoeffdingAdaptiveTree(1)_m33554432
moa.HoeffdingAdaptiveTree(1)_nGaussianNumericAttributeClassObserver
moa.HoeffdingAdaptiveTree(1)_pfalse
moa.HoeffdingAdaptiveTree(1)_q0
moa.HoeffdingAdaptiveTree(1)_rfalse
moa.HoeffdingAdaptiveTree(1)_sInfoGainSplitCriterion
moa.HoeffdingAdaptiveTree(1)_t0.05
moa.HoeffdingAdaptiveTree(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
0.8652
Per class
Confusion matrix
F measure
0.9199
Per class
Kappa
0.1547
KB relative information score
828973.8837
Mean absolute error
0.0924
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.9196
Per class
Predictive accuracy
0.9397
Prior entropy
1
Ram hours
0.0001
Recall
0.9397
Per class
Relative absolute error
0.1848
Root mean prior squared error
0.5
Root mean squared error
0.218
Root relative squared error
0.436
Run CPU time
80.42