Run
2274

Run 2274

Task 184 (Supervised Data Stream Classification) BNG(vowel,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.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
0.8532
Per class
Confusion matrix
F measure
0.4182
Per class
Kappa
0.3673
KB relative information score
396180.2834
Mean absolute error
0.1267
Mean prior absolute error
0.1653
Number of instances
1000000
Per class
Precision
0.4234
Per class
Predictive accuracy
0.4248
Prior entropy
3.4594
Ram hours
0
Recall
0.4248
Per class
Relative absolute error
0.7664
Root mean prior squared error
0.2875
Root mean squared error
0.2528
Root relative squared error
0.8792
Run CPU time
22.7