Run
1611

Run 1611

Task 176 (Supervised Data Stream Classification) BNG(heart-c,nominal,1000000) Uploaded 23-04-2014 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.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(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
0.8988
Per class
Confusion matrix
F measure
0.8166
Per class
Kappa
0.6356
KB relative information score
765298.9309
Mean absolute error
0.1025
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8159
Per class
Predictive accuracy
0.8187
Prior entropy
2.3219
Ram hours
0
Recall
0.8187
Per class
Relative absolute error
0.3204
Root mean prior squared error
0.4
Root mean squared error
0.2272
Root relative squared error
0.5681
Run CPU time
15.52